{"id":"W2461847946","doi":"10.1542/hpeds.2014-0196","title":"The Influence of Patient Characteristics on the Perceived Value of Inpatient Educational Experiences by Medical Trainees","year":2015,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Institute of Health Services and Policy Research; Queen's University","funders":"","keywords":"Medicine; Likert scale; Affect (linguistics); Family medicine; Perception; Odds ratio; Confidence interval; Internal medicine; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001836418,0.0001035933,0.0001341033,0.0003021611,0.0002492943,0.0006354952,0.0001628069,0.0002367065,0.002453104],"category_scores_gemma":[0.01801741,0.00006787969,0.0002145997,0.0002392818,0.000378583,0.0002931321,0.0005036771,0.0004314491,0.0001180182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584247,"about_ca_system_score_gemma":0.0004897499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025049,"about_ca_topic_score_gemma":0.001471634,"domain_scores_codex":[0.9984866,0.0008342357,0.0001174263,0.00005770359,0.0003130131,0.0001909016],"domain_scores_gemma":[0.9833663,0.00896583,0.004410601,0.0002370499,0.0007347431,0.002285404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532877,0.000107699,0.9909095,0.00002675247,0.00003658416,0.0001131447,0.0009684337,0.00008405015,0.0002275403,0.00003388376,0.0001655165,0.007173556],"study_design_scores_gemma":[0.000005513582,0.0002537638,0.9962662,0.0000256219,0.00001578527,0.0003774804,0.002480711,0.0002094563,0.0001050434,0.00002957007,0.0002245163,0.000006396001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992093,0.00009658177,0.00005154969,0.0001359132,0.000003808588,0.000003515324,0.00002249667,0.000001206987,0.0004756216],"genre_scores_gemma":[0.9998449,0.00004221167,0.00004586249,0.00001477589,0.000004567538,0.000001723775,0.00001499732,3.941068e-7,0.00003056616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002453104,"threshold_uncertainty_score":0.00971204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007483855471620278,"score_gpt":0.2717850158279481,"score_spread":0.2643011603563278,"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."}}