{"id":"W4299675375","doi":"","title":"Congrès AISLF 2016 Montréal","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00262843,0.002171026,0.001804235,0.003620571,0.003752888,0.008914661,0.002271236,0.002053004,0.5022917],"category_scores_gemma":[0.0039379,0.0006463591,0.001674745,0.002688776,0.001140597,0.002466955,0.00428257,0.002352894,0.2561778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01003966,"about_ca_system_score_gemma":0.01295605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.200653,"about_ca_topic_score_gemma":0.2649308,"domain_scores_codex":[0.9976516,0.0003229919,0.0001064804,0.000381026,0.001086162,0.0004517199],"domain_scores_gemma":[0.9971917,0.0002359298,0.00008065975,0.0004029093,0.001338434,0.0007503756],"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":[0.0001985125,0.00006122215,0.0007531002,0.0002687893,0.00003879215,0.0001328111,0.000168154,0.0006926219,0.0005317125,0.01195099,0.9106013,0.07460207],"study_design_scores_gemma":[0.00001128856,0.00001049978,0.0007615948,0.0001084785,0.000007247671,0.00002803896,0.00008487843,0.0001660768,0.0001810793,0.001047759,0.9975853,0.000007705502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006682184,0.03204137,0.006622998,0.04141981,0.05096344,0.0004365642,0.03321204,0.003550272,0.8250713],"genre_scores_gemma":[0.005810049,0.004171085,0.001054111,0.000434801,0.001640075,0.00009543953,0.006136319,0.000583721,0.9800743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.799347,"threshold_uncertainty_score":0.7099205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0615568186145717,"score_gpt":0.3600586059461428,"score_spread":0.2985017873315711,"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."}}