{"id":"W3215632698","doi":"10.1016/j.fander.2021.09.572","title":"Évolution en microscopie confocale de mélanomes de Dubreuilh traités par imiquimod","year":2021,"lang":"fr","type":"article","venue":"Annales de Dermatologie et de Vénéréologie - FMC","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Imiquimod; Gynecology; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001499831,0.0007069784,0.001068478,0.0003258168,0.0003187572,0.0002145326,0.0005842634,0.001256281,0.000990093],"category_scores_gemma":[0.002970413,0.0007810341,0.0005298089,0.0005362026,0.0007389882,0.0002252493,0.000424262,0.001306904,0.0005813577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215091,"about_ca_system_score_gemma":0.003382814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004558464,"about_ca_topic_score_gemma":0.0006385146,"domain_scores_codex":[0.993431,0.001778451,0.000924026,0.0009600656,0.0003563921,0.002550121],"domain_scores_gemma":[0.9963096,0.001498014,0.0003115552,0.000924532,0.0002488017,0.0007074728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00138573,0.003168768,0.3343403,0.0046346,0.002653177,0.09077228,0.007480268,0.002576042,0.1572347,0.01674096,0.3063944,0.07261877],"study_design_scores_gemma":[0.004700114,0.0008824047,0.2061255,0.001066013,0.001308295,0.06734081,0.007777538,0.006486674,0.1654932,0.007561278,0.5297109,0.001547253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754184,0.03049088,0.02248432,0.05415366,0.002901073,0.0007891672,0.0001461123,0.0008007361,0.0128157],"genre_scores_gemma":[0.9387691,0.02165866,0.01057413,0.0177055,0.0006990786,0.0001582886,0.0001787786,0.0001066726,0.01014977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233165,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388377457006538,"score_gpt":0.3299917051141159,"score_spread":0.2961079305440505,"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."}}