{"id":"W4248110069","doi":"10.1503/cmaj.181500","title":"Melanoma","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Trunk; Melanoma; Medicine; Dermatology; Ultraviolet light; Pathology; Cancer research; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001741464,0.0003801312,0.0003477795,0.0008020748,0.0007863704,0.0009532211,0.0003931286,0.0006097442,0.1090102],"category_scores_gemma":[0.0006219454,0.0001468947,0.00029714,0.0006374132,0.0001942209,0.0003649754,0.0006622362,0.0007129065,0.06707279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005454466,"about_ca_system_score_gemma":0.0005351206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004111801,"about_ca_topic_score_gemma":0.007874594,"domain_scores_codex":[0.9997856,0.00001869904,0.00001019816,0.00003706308,0.00009554204,0.00005275528],"domain_scores_gemma":[0.9997889,0.0000130352,0.00001955231,0.00002137487,0.00009083711,0.00006634975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000136717,0.0001018856,0.005898288,0.000550831,0.00002364315,0.002658274,0.0001151874,0.00009035195,0.01131428,0.004848753,0.509596,0.4646658],"study_design_scores_gemma":[0.00001551296,0.00007087996,0.006983467,0.0002894564,0.00001608607,0.01013395,0.00008530844,0.00004696448,0.001173497,0.0008399747,0.9803374,0.000007361418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02512321,0.06608476,0.005765998,0.006800119,0.003233867,0.0005382597,0.009404093,0.001904192,0.8811455],"genre_scores_gemma":[0.2142143,0.04926044,0.007824792,0.01149133,0.001928312,0.0002588405,0.01470061,0.0004190129,0.6999024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1090102,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004901926933384843,"score_gpt":0.2145870242103965,"score_spread":0.2096850972770117,"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."}}