{"id":"W4396577633","doi":"10.61737/votf6751","title":"Promesses de l’IA en santé - Fiche 2","year":2022,"lang":"fr","type":"report","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0227521,0.0006831432,0.001465434,0.000305841,0.002444966,0.00007111203,0.0006862454,0.002468769,0.2977394],"category_scores_gemma":[0.009760097,0.0005963246,0.0003328893,0.0006184709,0.00008621227,0.0003644103,0.000698972,0.008250357,0.002635025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003197275,"about_ca_system_score_gemma":0.02938045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06214633,"about_ca_topic_score_gemma":0.009922948,"domain_scores_codex":[0.9725879,0.02054058,0.002456854,0.00101359,0.001468333,0.001932789],"domain_scores_gemma":[0.9815013,0.01380127,0.002042686,0.001189224,0.0006116382,0.000853897],"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":[0.00005832921,0.0002885816,0.03733109,0.0270919,0.0003872488,0.0006433935,0.02768786,0.000007492984,0.0000277593,0.005930079,0.7774472,0.1230991],"study_design_scores_gemma":[0.000256535,0.0002636052,0.01389363,0.001385844,0.0001675757,0.0003879963,0.03545282,0.00002806799,0.000003606553,0.0002100693,0.9473676,0.0005826465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006408629,0.02727083,0.0001748684,0.04116059,0.01812518,0.004046169,0.000521651,0.000338094,0.901954],"genre_scores_gemma":[0.0334927,0.03705422,0.002142043,0.002765355,0.008520157,0.001626262,0.0003835399,0.0002307472,0.913785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2951044,"threshold_uncertainty_score":0.9996488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276127804109928,"score_gpt":0.5723449677157953,"score_spread":0.3447321873048026,"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."}}