{"id":"W4404738142","doi":"10.1016/j.anplas.2024.11.002","title":"La critique d’un outil d’intelligence artificielle dans l’évaluation des paralysies faciales périphériques","year":2024,"lang":"fr","type":"article","venue":"Annales de Chirurgie Plastique Esthétique","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.00300054,0.0009985645,0.001069882,0.0008060471,0.0006014032,0.0007480377,0.0005122246,0.001156191,0.001250111],"category_scores_gemma":[0.001353836,0.0009005873,0.0009150391,0.001410931,0.002181087,0.000693985,0.0001934025,0.001798977,0.001649513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007832753,"about_ca_system_score_gemma":0.001981694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259626,"about_ca_topic_score_gemma":0.002090807,"domain_scores_codex":[0.9927698,0.002093586,0.001208777,0.001280444,0.0008881581,0.001759194],"domain_scores_gemma":[0.9952692,0.002648698,0.0001484931,0.0006830873,0.0004911757,0.000759362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007870905,0.002795083,0.02129092,0.005684116,0.003204829,0.01381761,0.05141875,0.0108116,0.02628914,0.09664956,0.01017933,0.757072],"study_design_scores_gemma":[0.001267079,0.002638319,0.03102355,0.01636714,0.002783004,0.004125901,0.01386948,0.2033901,0.4029847,0.07928579,0.2392069,0.003058021],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7284249,0.1529509,0.08469029,0.009864427,0.00121411,0.001107626,0.0002201684,0.0007006442,0.02082699],"genre_scores_gemma":[0.8804942,0.07098453,0.004462784,0.00019373,0.001121469,0.000333513,0.0003056959,0.0001683408,0.04193569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.754014,"threshold_uncertainty_score":0.9996629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637484024428264,"score_gpt":0.3567302168593425,"score_spread":0.3103553766150599,"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."}}