{"id":"W7005239505","doi":"","title":"Prédicteurs d'événements indésirables et de surutilisation de ressources chez les aînés admis pour blessure orthopédique isolée : une étude de cohorte multicentrique","year":2023,"lang":"fr","type":"other","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Matane","funders":"","keywords":"Multicenter study; Forensic genetics; Medical screening","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083888,0.0003758576,0.0005533643,0.001279211,0.001128705,0.001056065,0.0006000315,0.0005364116,0.001738196],"category_scores_gemma":[0.002877577,0.0004629871,0.0006614446,0.001728315,0.0004946186,0.0007453986,0.0007518153,0.0005738501,0.0002358838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171697,"about_ca_system_score_gemma":0.002171266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2942709,"about_ca_topic_score_gemma":0.3990754,"domain_scores_codex":[0.9992207,0.0001356617,0.00007839315,0.000177712,0.0001676715,0.0002197842],"domain_scores_gemma":[0.9979632,0.0002435281,0.0008170655,0.0001424277,0.0004865959,0.0003472815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005780907,0.00001357038,0.9989343,0.00001089407,0.00005034207,0.00003864192,0.000150834,0.00001335836,0.00008524591,0.000007169261,0.00007074066,0.0005669908],"study_design_scores_gemma":[0.000004725538,0.00006224836,0.999171,0.0000135295,0.00002789045,0.00007203555,0.0004015817,0.000075157,0.0000224315,0.000006095922,0.0001396737,0.000003512328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985855,0.0003531959,0.0001151643,0.00005367558,0.000006173684,0.00002661618,0.0006049807,0.000002686591,0.0002520076],"genre_scores_gemma":[0.9984885,0.0002861109,0.0001359192,0.00005808538,0.000009958792,0.0000387103,0.0005826967,0.000002583815,0.0003973389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2942709,"threshold_uncertainty_score":0.5851161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009916012126213413,"score_gpt":0.2816820115642827,"score_spread":0.2717659994380693,"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."}}