{"id":"W2116951098","doi":"","title":"La dermoscopie pour la détection des mélanomes en pratique familiale","year":2012,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01465033,0.0005225998,0.001310531,0.004384615,0.0005632208,0.002008771,0.0008455338,0.001975363,0.008247623],"category_scores_gemma":[0.05819057,0.0003683034,0.001487431,0.003183361,0.000755928,0.002700564,0.0007266651,0.0008199126,0.001394294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484574,"about_ca_system_score_gemma":0.003676949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581763,"about_ca_topic_score_gemma":0.006592741,"domain_scores_codex":[0.9880714,0.006107374,0.001856078,0.0009653626,0.00272735,0.0002723146],"domain_scores_gemma":[0.927512,0.05012575,0.01391515,0.0009441836,0.0070491,0.0004539452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002969222,0.0004035488,0.2634471,0.1238734,0.002690654,0.002220926,0.004217643,0.0004438888,0.005945202,0.001598689,0.02339601,0.5687937],"study_design_scores_gemma":[0.001224413,0.004573998,0.5574033,0.1910816,0.01209664,0.02786593,0.007669957,0.001080695,0.01417753,0.003157716,0.1793739,0.0002944071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1777258,0.74885,0.007958758,0.01603238,0.001034307,0.003188843,0.007930497,0.0001709042,0.03710854],"genre_scores_gemma":[0.6602716,0.2871834,0.03355003,0.007019437,0.001239434,0.002997923,0.002367787,0.00006628348,0.005304155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01465033,"threshold_uncertainty_score":0.0774793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423826613841826,"score_gpt":0.2460801398611554,"score_spread":0.2318418737227372,"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."}}