{"id":"W4385899008","doi":"10.1684/dmg.2023.628","title":"Indices dermoscopiques pour un diagnostic précoce du mélanome","year":2023,"lang":"fr","type":"article","venue":"Dermato Mag","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006157244,0.001599067,0.0005318621,0.00327903,0.0007894502,0.001030593,0.000360849,0.001372895,0.002691305],"category_scores_gemma":[0.004294145,0.0004614581,0.0006534913,0.0006876339,0.0004714399,0.001021737,0.0003676211,0.002994404,0.000640817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005690378,"about_ca_system_score_gemma":0.0004973998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558558,"about_ca_topic_score_gemma":0.004399791,"domain_scores_codex":[0.9993723,0.0002201677,0.00005234285,0.00006386296,0.0001778696,0.0001134651],"domain_scores_gemma":[0.9979684,0.001279205,0.0001328042,0.00004485374,0.0003488923,0.0002257915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004194037,0.0009852659,0.3937841,0.0008691791,0.0003675717,0.117143,0.001126133,0.002756427,0.1470919,0.00179091,0.01056037,0.3193312],"study_design_scores_gemma":[0.0002803803,0.002915521,0.5180442,0.0007532614,0.0006263846,0.3121956,0.00161585,0.01872525,0.1049219,0.001683736,0.03810488,0.0001330633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401958,0.04707114,0.03380434,0.009857177,0.001088553,0.0003977304,0.0006461501,0.001942831,0.06499641],"genre_scores_gemma":[0.9765425,0.006858598,0.01080459,0.0007809437,0.0005938308,0.00005142111,0.0001881846,0.00008740239,0.004092477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004558558,"threshold_uncertainty_score":0.009064078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265375216580149,"score_gpt":0.2533472701939452,"score_spread":0.2406935180281436,"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."}}