{"id":"W3117870605","doi":"10.5230/jgc.2020.20.e39","title":"Photodynamic Diagnosis and Therapy for Peritoneal Carcinomatosis from Gastrointestinal Cancers: Status, Opportunities, and Challenges","year":2020,"lang":"en","type":"review","venue":"Journal of the Korean Gastric Cancer Association","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Yonsei University College of Medicine; Princess Margaret Cancer Foundation","keywords":"Photodynamic therapy; Photosensitizer; Protoporphyrin IX; Medicine; Peritoneal carcinomatosis; Cancer; Colorectal cancer; Internal medicine; Photochemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073052,0.0007238359,0.001628189,0.003453323,0.0003090037,0.001193658,0.0009142652,0.001239169,0.002293316],"category_scores_gemma":[0.001246102,0.0003005416,0.0007616876,0.003301454,0.0008006082,0.002109017,0.0006410335,0.001583414,0.0007372824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006351577,"about_ca_system_score_gemma":0.001592057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275703,"about_ca_topic_score_gemma":0.002433196,"domain_scores_codex":[0.9997414,0.00005608414,0.00005364432,0.00004049912,0.00008854572,0.0000198413],"domain_scores_gemma":[0.9991345,0.0005228111,0.0001187085,0.00002462295,0.0001534507,0.00004591214],"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":[0.00006366539,0.00009534767,0.0002989504,0.03102292,0.0001233548,0.0002299395,0.00008457541,0.0002821878,0.0009018555,0.002821387,0.01305074,0.9510249],"study_design_scores_gemma":[0.00004634983,0.000250997,0.00310806,0.01971408,0.0005039474,0.004476889,0.0003225103,0.0002680444,0.0007289567,0.003884276,0.9666374,0.00005846234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004902815,0.9996204,0.00002499768,0.0001155131,0.0000340395,0.000001103148,0.000002549921,0.000001787188,0.0001506275],"genre_scores_gemma":[0.0003473467,0.9993919,0.00006021556,0.00006463539,0.00005904261,0.000002144037,0.00000573872,5.220319e-7,0.00006844858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003453323,"threshold_uncertainty_score":0.007671893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000578473841104,"score_gpt":0.3456454035823922,"score_spread":0.2455875561982818,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}