{"id":"W2897464594","doi":"10.4187/respcare.05055","title":"Evaluation of the Clinical Learning Environment in Respiratory Therapy Education: Student Perceptions","year":2018,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Workforce; Medical education; Perception; Exploratory research; Clinical Practice; Health care; Respiratory care; Graduate education; Nursing; Family 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":[0.004092366,0.0001928041,0.000191034,0.0003686299,0.0006379143,0.001268681,0.0002824116,0.0003832447,0.002044125],"category_scores_gemma":[0.007881097,0.0001474834,0.0003106745,0.0002146238,0.0006024646,0.0004910235,0.001360329,0.0007294185,0.0002535874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611363,"about_ca_system_score_gemma":0.001196311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007051055,"about_ca_topic_score_gemma":0.001282154,"domain_scores_codex":[0.9973797,0.001186029,0.0001995599,0.0001148508,0.0007241135,0.0003958371],"domain_scores_gemma":[0.9919525,0.001961496,0.001668816,0.0001608198,0.001631243,0.002625108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000196136,0.002076226,0.9141061,0.0002083036,0.00003606184,0.0003414634,0.03769918,0.0002650209,0.004991037,0.0001082906,0.0007719786,0.03920025],"study_design_scores_gemma":[0.00003767523,0.004556045,0.88554,0.0001251379,0.00003595115,0.0007503137,0.09982824,0.0009988227,0.00323062,0.0001010312,0.004755538,0.00004059411],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999326,0.00002821627,0.00009453381,0.00006512424,0.000003068055,0.00001912281,0.000006022608,0.000002562884,0.0004553458],"genre_scores_gemma":[0.9995683,0.00003862604,0.0001639077,0.00003665172,0.00000282147,0.00001491253,0.00000966107,8.888519e-7,0.0001642218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004092366,"threshold_uncertainty_score":0.02164274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034572925313475,"score_gpt":0.4744707539893387,"score_spread":0.3710134614579912,"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."}}