{"id":"W4404872022","doi":"10.54932/ubmg8354","title":"Revue 2023 - 2024 - Volume 1 N˚Spécial","year":2024,"lang":"fr","type":"report","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Chemistry; Physics; Thermodynamics","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":[0.0047823,0.0009163446,0.000545652,0.003565779,0.002472311,0.005940943,0.001615099,0.003529508,0.1350392],"category_scores_gemma":[0.006779528,0.0004462936,0.0008648171,0.003159546,0.0006719935,0.001912019,0.002513176,0.002983158,0.04468822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02015378,"about_ca_system_score_gemma":0.05924021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4972471,"about_ca_topic_score_gemma":0.4738828,"domain_scores_codex":[0.9949922,0.0003173395,0.0001445987,0.0002714146,0.00336411,0.0009104149],"domain_scores_gemma":[0.9940044,0.0004807564,0.0002185601,0.0002733117,0.003874791,0.001148279],"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":[0.0001246836,0.00009533808,0.001823985,0.0005129271,0.000009995885,0.0001652948,0.0003201494,0.0002716108,0.0007761209,0.009909145,0.9320592,0.05393167],"study_design_scores_gemma":[0.000008802215,0.00002225028,0.004288837,0.0001890352,0.000003384358,0.00003027969,0.0001686039,0.00005190602,0.000307233,0.0002076322,0.9947132,0.000008714896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01123018,0.01978811,0.002078724,0.04277263,0.02163105,0.001644004,0.06958825,0.001660816,0.8296061],"genre_scores_gemma":[0.01801208,0.006359881,0.003065056,0.003861451,0.00100167,0.0006446937,0.02956058,0.0003477874,0.9371469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8649608,"threshold_uncertainty_score":0.9887055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3013358352685159,"score_gpt":0.5275705832859603,"score_spread":0.2262347480174444,"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."}}