{"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":"329ed6e59672","filters":{"venue":"Cambridge Prisms Precision Medicine"}},"results":[{"id":"W4398771215","doi":"10.1017/pcm.2024.4","title":"AI approaches for the discovery and validation of drug targets","year":2024,"lang":"en","type":"review","venue":"Cambridge Prisms Precision Medicine","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Centre","funders":"","keywords":"Drug discovery; Drug; Computational biology; Computer science; Chemistry; Pharmacology; Medicine; Biology; Biochemistry","authors":[{"name":"Aaron Wenteler","is_ca":true},{"name":"Claudia Cabrera","is_ca":false},{"name":"Wei Wei","is_ca":true},{"name":"Victor Neduva","is_ca":true},{"name":"Michael R. Barnes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09688430850416888,"gpt":0.3789742983870973,"spread":0.2820899898829284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021094,0.001477233,0.00151327,0.004219874,0.0004240735,0.002013605,0.001972481,0.001799653,0.003591624],"category_scores_gemma":[0.003302492,0.0004212684,0.001012861,0.003419618,0.002005547,0.00204218,0.001412948,0.003851521,0.002562161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147158,"about_ca_system_score_gemma":0.002051362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483397,"about_ca_topic_score_gemma":0.001690754,"domain_scores_codex":[0.9988737,0.0003281023,0.00009591525,0.0001526539,0.0005034446,0.00004610609],"domain_scores_gemma":[0.9980251,0.001507934,0.0001039461,0.000087926,0.0002289315,0.00004616486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000309268,0.00007493109,0.0002146756,0.01390814,0.0002361742,0.0001788557,0.0001096219,0.00513928,0.001443319,0.1076015,0.02033977,0.8507228],"study_design_scores_gemma":[0.00002197098,0.00008686243,0.0005624954,0.005526866,0.0001310792,0.0007640174,0.0000851541,0.00380726,0.001213861,0.09492126,0.8928178,0.0000614193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001899158,0.9772683,0.01389166,0.001271356,0.0003469348,0.00002917604,0.00004204862,0.00005765832,0.006903036],"genre_scores_gemma":[0.003645701,0.9846357,0.009462539,0.0005371845,0.0003806509,0.00005177113,0.00008622628,0.00001370262,0.001186506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004219874,"threshold_uncertainty_score":0.01201516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313897923","doi":"10.1017/pcm.2022.14","title":"Advancing Precision Medicine in Paediatrics: Past, present and future","year":2023,"lang":"en","type":"article","venue":"Cambridge Prisms Precision Medicine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Western University","funders":"Institute of Human Development, Child and Youth Health; National Institute for Health and Care Research","keywords":"Precision medicine; Health care; Medicine; Equity (law); Teamwork; Psychology; Political science; Pathology","authors":[{"name":"Abdelbaset A. Elzagallaai","is_ca":true},{"name":"Charlotte Barker","is_ca":false},{"name":"Tamorah Lewis","is_ca":true},{"name":"Ronald D. Cohn","is_ca":true},{"name":"Michael Rieder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03580455349789611,"gpt":0.3668780787081133,"spread":0.3310735252102172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03821974,0.0007338651,0.001281091,0.002699857,0.002711478,0.01008099,0.002007567,0.008170012,0.009248776],"category_scores_gemma":[0.05086158,0.0005950381,0.001117119,0.003020105,0.01546079,0.01377743,0.008925103,0.01466576,0.002382446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007907142,"about_ca_system_score_gemma":0.02314078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00727103,"about_ca_topic_score_gemma":0.01154069,"domain_scores_codex":[0.9827969,0.008936263,0.001798107,0.001104161,0.004155776,0.0012088],"domain_scores_gemma":[0.9140811,0.05393839,0.005484164,0.004520737,0.01052227,0.01145331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002025254,0.0001629664,0.005940635,0.006429876,0.0001376689,0.0009553817,0.004885922,0.0006024839,0.0008002736,0.1758929,0.2226537,0.5813357],"study_design_scores_gemma":[0.00004117963,0.0001760932,0.003680943,0.0121731,0.00005549676,0.001525951,0.003852729,0.0002113485,0.0004528271,0.1239388,0.8538097,0.00008171923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001048899,0.4668262,0.003940354,0.5097772,0.006317325,0.00002957917,0.0000858927,0.0001119111,0.01186256],"genre_scores_gemma":[0.04642089,0.7840779,0.02873405,0.1171434,0.01837924,0.0001147516,0.0001428803,0.0001028424,0.004884002],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03821974,"threshold_uncertainty_score":0.2021277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396664701","doi":"10.1017/pcm.2024.3","title":"Ethical frameworks of informed consent in the age of pediatric precision medicine","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Precision Medicine","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Informed consent; Precision medicine; Medicine; Psychology; Family medicine; Alternative medicine; Pathology","authors":[{"name":"David Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07337558747683062,"gpt":0.4230765373216888,"spread":0.3497009498448581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2069453,0.001018508,0.001551992,0.002180916,0.01013085,0.01962132,0.004517823,0.02350341,0.003097627],"category_scores_gemma":[0.2325075,0.00119849,0.001450316,0.001889747,0.1079817,0.01901217,0.01815243,0.03641807,0.001368274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01113948,"about_ca_system_score_gemma":0.05069291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005607345,"about_ca_topic_score_gemma":0.005295147,"domain_scores_codex":[0.7213207,0.227308,0.01343851,0.01055284,0.02229476,0.005085109],"domain_scores_gemma":[0.6528948,0.2894939,0.01381935,0.01811661,0.01695925,0.008715991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007714943,0.000009039272,0.0001988179,0.0001022957,0.000006518759,0.0002285536,0.008685845,0.0002021842,0.00007503679,0.9766859,0.006669489,0.007128485],"study_design_scores_gemma":[0.00001679358,0.00002472952,0.0002148539,0.001574549,0.00001144482,0.0006229284,0.003826011,0.0004139011,0.0002159707,0.8574237,0.1355994,0.00005580643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005603005,0.02084718,0.1705561,0.7215335,0.004494027,0.0004453884,0.0001562047,0.0001644286,0.07620016],"genre_scores_gemma":[0.4343596,0.0234022,0.2355663,0.2849847,0.008237606,0.002326462,0.0002562345,0.0002907632,0.01057613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2069453,"threshold_uncertainty_score":0.9779776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415142071","doi":"10.1017/pcm.2025.10004","title":"Accelerating eSource scale-up in oncology clinical trials: The i~HD Task Force initiative","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Precision Medicine","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Task force; Task (project management); Quality (philosophy); Electronic data capture; Data quality; Data collection; Clinical trial; Automatic identification and data capture","authors":[{"name":"Christophe Maes","is_ca":false},{"name":"Tracy Acito","is_ca":false},{"name":"Paul Basset","is_ca":false},{"name":"Sarah Burge","is_ca":false},{"name":"Peter Castleyn","is_ca":false},{"name":"A. Cramer","is_ca":false},{"name":"Chris Harrison","is_ca":false},{"name":"Joeri Holtzem","is_ca":false},{"name":"P. Mariappan","is_ca":false},{"name":"Lars Fransson","is_ca":false},{"name":"Véronique Berthou","is_ca":false},{"name":"Laurice Jackson","is_ca":false},{"name":"C. C. Thompson","is_ca":false},{"name":"Sharon Klein","is_ca":false},{"name":"Robert C. Green","is_ca":false},{"name":"Felix Nensa","is_ca":true},{"name":"Isabel Virchow","is_ca":true},{"name":"Pascal Coorevits","is_ca":false},{"name":"Mats Sundgren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2924234392035518,"gpt":0.4700071991794226,"spread":0.1775837599758708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1274581,0.001069336,0.001520239,0.003518555,0.0006486393,0.00416626,0.002519751,0.002845134,0.00362625],"category_scores_gemma":[0.07518101,0.0005110893,0.003113422,0.004061227,0.001086533,0.004227531,0.004917309,0.004195025,0.001502979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005128471,"about_ca_system_score_gemma":0.05270287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006636823,"about_ca_topic_score_gemma":0.01037882,"domain_scores_codex":[0.973609,0.01491631,0.002859962,0.0009388422,0.006335285,0.001340678],"domain_scores_gemma":[0.9069669,0.0545914,0.00795607,0.002720307,0.02396248,0.003802868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002468104,0.0001826729,0.0005669922,0.02257405,0.0003547683,0.00007428103,0.0003808228,0.0008506845,0.0005891368,0.01421065,0.05300899,0.9069601],"study_design_scores_gemma":[0.0005197472,0.0008736261,0.002943323,0.05749397,0.0007953857,0.0002164788,0.0003795,0.0007160885,0.00118883,0.006442486,0.9283686,0.00006202766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002467263,0.9157999,0.01005727,0.05610704,0.003215247,0.002259969,0.00082353,0.0002145446,0.009055289],"genre_scores_gemma":[0.02031799,0.8848453,0.05518465,0.02768967,0.001747372,0.004177604,0.002031174,0.0001171036,0.003889086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1274581,"threshold_uncertainty_score":0.6740707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}