{"id":"W428239046","doi":"","title":"La dermoscopie pour la d?tection des m?lanomes en pratique familiale.","year":2012,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514639,0.0006715901,0.000502056,0.001547834,0.002459981,0.001003684,0.000602597,0.002105936,0.007122919],"category_scores_gemma":[0.004894163,0.00032186,0.0005904523,0.0008958273,0.001293048,0.001243222,0.0004304442,0.003459154,0.001181413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384132,"about_ca_system_score_gemma":0.005402609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1894963,"about_ca_topic_score_gemma":0.2743872,"domain_scores_codex":[0.9993772,0.0001383668,0.00003092048,0.00007711017,0.0002426855,0.000133674],"domain_scores_gemma":[0.9987543,0.0004932229,0.00008101319,0.00006611795,0.0003419378,0.0002634993],"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":[0.001071952,0.0003828706,0.09043431,0.00174096,0.0002593886,0.1893958,0.002706637,0.001573061,0.04439907,0.01060633,0.1301892,0.5272404],"study_design_scores_gemma":[0.0001144458,0.0003867448,0.1393384,0.002235345,0.0001964489,0.5197825,0.003095875,0.001986256,0.01244529,0.003049925,0.3172098,0.0001591654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2046731,0.4916272,0.01643958,0.1052866,0.007209669,0.0003243837,0.0008133954,0.00096395,0.172662],"genre_scores_gemma":[0.801378,0.1266391,0.02069886,0.01108739,0.003445497,0.0000812249,0.0002791852,0.0001788287,0.03621184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1894963,"threshold_uncertainty_score":0.3767866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904794121895066,"score_gpt":0.2696982441479474,"score_spread":0.2506503029289967,"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."}}