{"id":"W7131800798","doi":"10.1051/pmed/2025034","title":"Implantation de la méthode pédagogique <i>One Minute Preceptor</i> dans une unité de soins intensifs pédiatriques : analyse des barrières et facilitateurs à son utilisation pour l’enseignement aux résidents","year":2025,"lang":"","type":"article","venue":"Pédagogie médicale","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Intensive care; Health services; Occupational training","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003407105,0.0008376181,0.0008279003,0.001046746,0.0009967628,0.0007602904,0.0007439848,0.0006214163,0.0002730137],"category_scores_gemma":[0.00193555,0.0009747896,0.0004101892,0.001450609,0.0009432487,0.0006308761,0.00026507,0.0009757479,0.00007145867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003365142,"about_ca_system_score_gemma":0.002667061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006167342,"about_ca_topic_score_gemma":0.003587489,"domain_scores_codex":[0.9912089,0.00385638,0.001451268,0.001235114,0.000796152,0.001452173],"domain_scores_gemma":[0.9960672,0.001266686,0.0005441685,0.0009232808,0.0005994218,0.0005992245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002332334,0.006756753,0.07639194,0.002842282,0.001724183,0.00008936717,0.2513529,0.003762829,0.07882022,0.008682813,0.2595899,0.3076545],"study_design_scores_gemma":[0.006118569,0.0009958227,0.4466506,0.003858484,0.003598314,0.0000721434,0.2566371,0.01315961,0.127247,0.06935585,0.07000071,0.002305768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7704959,0.002398738,0.1880461,0.02236788,0.002924009,0.001647171,0.0001952686,0.0005796312,0.01134525],"genre_scores_gemma":[0.9449064,0.003281265,0.01923602,0.005347711,0.0002748534,0.0002739668,0.0004456425,0.0001288079,0.0261053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3702587,"threshold_uncertainty_score":0.9992703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0600352932138301,"score_gpt":0.3759892105836012,"score_spread":0.3159539173697711,"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."}}