{"id":"W4399994530","doi":"10.1016/j.soin.2024.05.013","title":"Éclairer le raisonnement clinique des étudiants en pratique avancée par les théories infirmières","year":2024,"lang":"fr","type":"article","venue":"Soins","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.001177016,0.0004078809,0.0006454969,0.0001255536,0.0002954855,0.0002232322,0.000225023,0.0005063661,0.001207611],"category_scores_gemma":[0.03141413,0.000354342,0.0003390488,0.0003759076,0.0008861552,0.0003413347,0.0002074874,0.0008646028,0.001022515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297469,"about_ca_system_score_gemma":0.002988497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748426,"about_ca_topic_score_gemma":0.003429179,"domain_scores_codex":[0.9970854,0.0002836896,0.0008313458,0.0006643325,0.0003603284,0.0007749362],"domain_scores_gemma":[0.9814856,0.01728806,0.0001027208,0.0004858062,0.0001482097,0.0004896167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001729846,0.001904496,0.3930866,0.001743803,0.0009877433,0.001803852,0.005283414,0.000125527,0.0001640287,0.127641,0.2164302,0.2506563],"study_design_scores_gemma":[0.002900715,0.001871472,0.2708598,0.04534012,0.0009091957,0.0001630108,0.002647236,0.001378516,0.00416037,0.04133521,0.6274713,0.0009630976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529326,0.1041715,0.003418547,0.1056673,0.01000944,0.001191837,0.0002608267,0.000592046,0.02175586],"genre_scores_gemma":[0.9612008,0.01858364,0.001416844,0.0008157581,0.003360693,0.0001195933,0.00006548464,0.00008982298,0.0143474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4110411,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03535612643756663,"score_gpt":0.3623309880694228,"score_spread":0.3269748616318562,"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."}}