{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"82ac7fddf12b","filters":{"venue":"17th International Photodynamic Association World Congress"}},"results":[{"id":"W2965403382","doi":"10.1117/12.2528241","title":"Topical hydrogen peroxide as a neoadjuvant treatment in the surgical excision of non-melanoma skin cancers","year":2019,"lang":"en","type":"article","venue":"17th International Photodynamic Association World Congress","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Lesion; Hydrogen peroxide; Melanoma; Dermatology; Surgery; Cancer research; Chemistry","authors":[{"name":"Kevin Jordan","is_ca":true},{"name":"Neil Mundi","is_ca":false},{"name":"Corey C. Moore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006723382787543571,"gpt":0.287385693991592,"spread":0.2806623112040484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003481836,0.0001192899,0.0002321455,0.0001592464,0.0002308162,0.0001533296,0.0001179476,0.0001358257,0.002602641],"category_scores_gemma":[0.0002846322,0.00007592423,0.0001422191,0.0001211576,0.0001373977,0.0001853738,0.0001122187,0.0002473085,0.000248118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870963,"about_ca_system_score_gemma":0.0003230541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002710238,"about_ca_topic_score_gemma":0.0009284029,"domain_scores_codex":[0.9998982,0.00005154211,0.000007007609,0.00000956172,0.000021963,0.00001170525],"domain_scores_gemma":[0.9998518,0.00005732199,0.0000245636,0.00001003276,0.00001673061,0.00003950688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05627645,0.01705612,0.1353669,0.002496524,0.0002974709,0.001994653,0.000564219,0.001002413,0.3574193,0.000463378,0.00250834,0.4245541],"study_design_scores_gemma":[0.002727407,0.3928369,0.3555825,0.0003621539,0.0005436284,0.008706364,0.001124396,0.00100516,0.2047237,0.0002925113,0.03206026,0.00003501134],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907241,0.007156291,0.0001723676,0.0001347268,0.00003391858,0.00008887281,0.0000317821,0.000007407894,0.001650498],"genre_scores_gemma":[0.9938213,0.004326954,0.0005255835,0.00006171175,0.00004083872,0.00008625718,0.00006303733,0.000002976189,0.001071351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002602641,"threshold_uncertainty_score":0.008706689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967687587","doi":"10.1117/12.2526079","title":"Dosimetry recommendations for NMIBC: a simulation and in vivo study (Conference Presentation)","year":2019,"lang":"en","type":"article","venue":"17th International Photodynamic Association World Congress","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Presentation (obstetrics); Dosimetry; Computer science; Medical physics; Physics; Medicine; Nuclear medicine","authors":[{"name":"Lothar Lilge","is_ca":true},{"name":"Daniel Molehuis","is_ca":true},{"name":"Angelica Manalac","is_ca":true},{"name":"Fynn Schwiegelshohn","is_ca":false},{"name":"Vaughn Betz","is_ca":true},{"name":"Wayne Embree","is_ca":false},{"name":"Arkady Mandel","is_ca":false},{"name":"Roger Dumoulin-White","is_ca":false},{"name":"Girish Kulkani","is_ca":true},{"name":"Michael A.S. Jewett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01347770527765508,"gpt":0.3393645047442118,"spread":0.3258867994665567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003357282,0.000639359,0.0005297008,0.0007531903,0.0004858051,0.001293451,0.001854288,0.001511952,0.01644688],"category_scores_gemma":[0.00501152,0.000533598,0.0008290503,0.001026126,0.0002497792,0.0007117752,0.0006263828,0.0006835968,0.004729662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223212,"about_ca_system_score_gemma":0.001233135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006389341,"about_ca_topic_score_gemma":0.006612482,"domain_scores_codex":[0.9988742,0.0003687605,0.00005276593,0.00007323673,0.0005914217,0.00003957469],"domain_scores_gemma":[0.9979972,0.0006809452,0.00009860879,0.0002676692,0.000887943,0.00006757153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005794117,0.000540162,0.01201195,0.001737322,0.00008839056,0.0003212311,0.0004746759,0.5948887,0.03197194,0.005535282,0.06984432,0.2820066],"study_design_scores_gemma":[0.0002124879,0.0007360462,0.016028,0.0008095211,0.0001238275,0.001004356,0.0005448142,0.7133002,0.04363849,0.005342909,0.2180551,0.0002042736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1043125,0.01184532,0.7500258,0.004659748,0.0007566875,0.002381626,0.01591884,0.01525506,0.09484447],"genre_scores_gemma":[0.4947073,0.009847257,0.4330283,0.0007893515,0.0001150411,0.002339456,0.01689559,0.006753997,0.03552369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01644688,"threshold_uncertainty_score":0.05502033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967188221","doi":"10.1117/12.2526056","title":"Modelling novel PDT approaches to target peripheral lung cancers (Conference Presentation)","year":2019,"lang":"en","type":"article","venue":"17th International Photodynamic Association World Congress","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Presentation (obstetrics); Computer science; Peripheral; Lung; Medicine; Radiology; Internal medicine","authors":[{"name":"Lothar Lilge","is_ca":false},{"name":"Christopher B. McFadden","is_ca":true},{"name":"Khaled Ramadan","is_ca":true},{"name":"Zhangcheng Zheng","is_ca":true},{"name":"Fynn Schwiegelshohn","is_ca":false},{"name":"Vaughn Betz","is_ca":true},{"name":"Marcelo Cypel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0384193122603583,"gpt":0.3037367584978206,"spread":0.2653174462374622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002151502,0.0004063274,0.0004140131,0.0001985733,0.0002562861,0.0009422307,0.0005014464,0.001207564,0.004318008],"category_scores_gemma":[0.0003870624,0.0003483705,0.0007985306,0.000215722,0.0002637219,0.0003362074,0.0004224263,0.0004650279,0.000569305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007147211,"about_ca_system_score_gemma":0.0007162379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004348237,"about_ca_topic_score_gemma":0.004354373,"domain_scores_codex":[0.999935,0.00001290647,0.000002276563,0.00001351076,0.00002301627,0.00001322475],"domain_scores_gemma":[0.9998602,0.00008634692,0.00001621067,0.000006792741,0.00002030765,0.00001018049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001815053,0.0000155567,0.0002669843,0.0001075984,0.00001568776,0.00005614529,0.00002866167,0.9852445,0.008232369,0.001966606,0.0004201456,0.003627603],"study_design_scores_gemma":[0.00001091447,0.00003870866,0.0002532126,0.00001712016,0.00001230022,0.0000548597,0.00001310641,0.9916612,0.002700355,0.001334349,0.003894111,0.000009660632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2645962,0.005053983,0.6640562,0.0008943984,0.0002690242,0.0002925633,0.001532334,0.001012244,0.06229306],"genre_scores_gemma":[0.8309905,0.003214759,0.1292453,0.0001931504,0.00006391665,0.0005634155,0.0008416116,0.0003670416,0.03452026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004348237,"threshold_uncertainty_score":0.01444513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966895722","doi":"10.1117/12.2527216","title":"Intraoperative fluorescence imaging with aminolevulinic acid detects grossly occult breast cancer: a Phase II randomized controlled trial (Conference Presentation)","year":2019,"lang":"en","type":"article","venue":"17th International Photodynamic Association World Congress","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Autofluorescence; Medicine; Breast cancer; Indocyanine green; Pathology; Randomized controlled trial; Nuclear medicine; Cancer; Radiology; Fluorescence; Internal medicine","authors":[{"name":"Kathryn Ottolino‐Perry","is_ca":true},{"name":"Anam Shahid","is_ca":true},{"name":"Stephanie DeLuca","is_ca":true},{"name":"Viktor Son","is_ca":true},{"name":"Zhihui Liu","is_ca":true},{"name":"Sara Rapic","is_ca":true},{"name":"Nayana Thalanki Anantha","is_ca":true},{"name":"Shirley Wang","is_ca":true},{"name":"Émilie Chamma","is_ca":true},{"name":"Kristina M. Blackmore","is_ca":true},{"name":"Christopher Gibson","is_ca":true},{"name":"Philip J. Medeiros","is_ca":true},{"name":"Safa Majeed","is_ca":true},{"name":"Ashley Chu","is_ca":true},{"name":"Alessandra Pizzolato","is_ca":true},{"name":"Cheryl F. Rosen","is_ca":true},{"name":"Liis Lindvere‐Teene","is_ca":true},{"name":"Danielle Dunham","is_ca":true},{"name":"Iris Kulbatski","is_ca":true},{"name":"Tony Panzarella","is_ca":true},{"name":"Susan J. Done","is_ca":true},{"name":"Alexandra Easson","is_ca":true},{"name":"Wey L. Leong","is_ca":true},{"name":"Ralph S. DaCosta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009346550111329663,"gpt":0.3205822528397068,"spread":0.3112357027283771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002594607,0.001695609,0.002798516,0.0003509668,0.0003743626,0.001366294,0.0009249349,0.002409943,0.005007653],"category_scores_gemma":[0.002045006,0.0007151476,0.001667626,0.0004816701,0.001247564,0.0008711802,0.0003387315,0.002537056,0.0007335215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006681484,"about_ca_system_score_gemma":0.001163423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006910951,"about_ca_topic_score_gemma":0.001107953,"domain_scores_codex":[0.9991308,0.0005036522,0.00004617482,0.0001385656,0.00005800762,0.0001227441],"domain_scores_gemma":[0.9988838,0.0003588329,0.0002811408,0.0001015553,0.00009486163,0.0002798143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9819395,0.00550208,0.0002696675,0.0004237221,0.0004843006,0.00002420422,0.00002705858,0.0001490056,0.002837098,0.00005930196,0.0005145512,0.007769462],"study_design_scores_gemma":[0.9233997,0.07470758,0.0005476964,0.00001907564,0.0002541663,0.0000163549,0.00001008451,0.0002355738,0.0004190889,0.00004921942,0.0003319263,0.000009471819],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981145,0.005293493,0.001264556,0.0009152425,0.001048284,0.007797335,0.001146659,0.0001597106,0.001229792],"genre_scores_gemma":[0.967721,0.005067053,0.00330156,0.00193695,0.001149916,0.01565181,0.001055888,0.00005334602,0.004062605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005007653,"threshold_uncertainty_score":0.0167523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}