{"id":"W4403423201","doi":"10.46747/cfp.7010e176","title":"Lorsque la préparation rencontre l’opportunité","year":2024,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001713486,0.0006681014,0.0003568711,0.0006561752,0.005501416,0.004710737,0.001097725,0.003785815,0.365873],"category_scores_gemma":[0.009689553,0.0005581354,0.00055692,0.0003670532,0.001965896,0.004398469,0.003854128,0.006804914,0.1976874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636855,"about_ca_system_score_gemma":0.004010164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103902,"about_ca_topic_score_gemma":0.02670628,"domain_scores_codex":[0.9975991,0.0004718669,0.00008282256,0.0002240906,0.001103029,0.0005192365],"domain_scores_gemma":[0.9961642,0.0005662167,0.0003160478,0.0003717538,0.00119574,0.001386167],"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":[0.00004652177,0.00004133161,0.0004970834,0.00006535131,0.000004057161,0.0007286925,0.000726796,0.00002616151,0.0008840882,0.006884436,0.9512109,0.03888452],"study_design_scores_gemma":[0.000004886101,0.00002208885,0.0004723152,0.0001086369,0.000002313931,0.000986471,0.0007457637,0.00003489304,0.0004055563,0.00092642,0.9962748,0.00001589096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004829877,0.001900417,0.008262456,0.1155275,0.02253263,0.0002613442,0.0005041061,0.002771414,0.8434103],"genre_scores_gemma":[0.03448156,0.002087986,0.005364885,0.03946689,0.003665642,0.0001262038,0.0003710409,0.001831214,0.9126047],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.365873,"threshold_uncertainty_score":0.9045051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05792813000327828,"score_gpt":0.3562443257709214,"score_spread":0.2983161957676431,"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."}}