{"id":"W4396577082","doi":"10.61737/gdbg7853","title":"Définitions et usages de l’IA en santé - Fiche 1","year":2022,"lang":"fr","type":"report","venue":"","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02566081,0.0004303285,0.0007264854,0.0005658339,0.000718304,0.0009760014,0.002483147,0.0003084125,0.2745391],"category_scores_gemma":[0.008295943,0.0003725776,0.000471771,0.001073346,0.0002794293,0.0006439109,0.002977167,0.001048193,0.004120528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195751,"about_ca_system_score_gemma":0.001995419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003208513,"about_ca_topic_score_gemma":0.002804581,"domain_scores_codex":[0.990055,0.002847666,0.001523485,0.00120805,0.003659769,0.0007060521],"domain_scores_gemma":[0.9901171,0.006862027,0.000605162,0.001883591,0.0002411301,0.0002910146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006539503,0.0003001786,0.0003162621,0.00007953826,0.0001443681,0.0002530601,0.00147192,0.0001932219,0.000007968796,0.1245874,0.7348652,0.1377743],"study_design_scores_gemma":[0.0001486119,0.00009526742,0.004165013,0.00005666474,0.0001730477,0.00009485651,0.01046845,0.0001404274,0.00001298789,0.0387333,0.945458,0.0004533672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004334447,0.001530631,0.03610844,0.01578765,0.003565529,0.0005341873,0.003037555,0.0001328043,0.9388698],"genre_scores_gemma":[0.002758402,0.01719729,0.009885385,0.006959237,0.0004853495,0.0002133873,0.001621055,0.00004117148,0.9608387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2704186,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.379452990700585,"score_gpt":0.5254114740594544,"score_spread":0.1459584833588695,"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."}}