{"id":"W2141075680","doi":"","title":"Prescription d’examens de santé préventifs par des résidents en médecine familiale","year":2015,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Gynecology; Medical prescription; Medicine; Political science; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01533452,0.000530657,0.0007039356,0.0002008401,0.000748468,0.0001448499,0.0006313552,0.001062126,0.0007240771],"category_scores_gemma":[0.01568191,0.0005783501,0.000195386,0.0005145404,0.0004986452,0.001768368,0.0003993485,0.0022839,0.001288501],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007541153,"about_ca_system_score_gemma":0.003979376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767305,"about_ca_topic_score_gemma":0.009357395,"domain_scores_codex":[0.9766336,0.01348188,0.001594625,0.0008625846,0.001109741,0.00631759],"domain_scores_gemma":[0.992078,0.001451514,0.0007742267,0.0008833484,0.0004846844,0.004328222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004226583,0.0008516988,0.8277277,0.001802682,0.0001477202,0.0001031513,0.03456496,0.00003563331,0.00009485819,0.00222061,0.07093207,0.06109628],"study_design_scores_gemma":[0.002589601,0.0001416024,0.8623888,0.0006055052,0.0002151812,0.00003371783,0.008155501,0.0002364118,0.0001586529,0.01163743,0.1133938,0.0004438128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257298,0.01268235,0.00159866,0.03091069,0.02096882,0.003400431,0.0002730744,0.0002721596,0.004164077],"genre_scores_gemma":[0.9621704,0.003286466,0.003152901,0.004266663,0.008138709,0.0007401026,0.00009937551,0.0001357997,0.01800962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06065247,"threshold_uncertainty_score":0.9996668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4147141406857866,"score_gpt":0.4651425677471581,"score_spread":0.05042842706137152,"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."}}