{"id":"W4244863794","doi":"10.32920/14753898","title":"Role models and teachers: medical students perception of teaching-learning methods in clinical settings, a qualitative study from Sri Lanka.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychology; Perception; Humiliation; Qualitative research; Medical education; Teaching method; Exploratory research; Sri lanka; Mathematics education; Medicine; Social psychology; South asia; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01100841,0.0007683657,0.0008503408,0.00205951,0.006917091,0.004673464,0.001748818,0.00165366,0.001778863],"category_scores_gemma":[0.01138903,0.001104848,0.000605737,0.001733835,0.007257571,0.002862982,0.005015119,0.002708991,0.0003259354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006213826,"about_ca_system_score_gemma":0.006001624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009889365,"about_ca_topic_score_gemma":0.02106693,"domain_scores_codex":[0.9898713,0.0067797,0.0004518539,0.0004749105,0.0008169171,0.001605333],"domain_scores_gemma":[0.9872738,0.008248142,0.00175209,0.0003064949,0.0007621354,0.00165728],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001835503,0.00005418114,0.005664376,0.0001776225,0.000004860628,0.0005077228,0.9902401,0.00001450191,0.0005979459,0.0001547465,0.0001511094,0.002414486],"study_design_scores_gemma":[0.000004454479,0.00008541881,0.004634449,0.0001380337,0.000006461763,0.0002761735,0.9925564,0.00002311041,0.0001981965,0.00003448044,0.002031586,0.00001130697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963095,0.000723803,0.0004627733,0.0009284047,0.00002067574,0.0001258174,0.00006436528,0.000008430448,0.001356374],"genre_scores_gemma":[0.9968138,0.0008291611,0.0004561876,0.0006273909,0.0000116152,0.0002252923,0.00004576179,0.00001146225,0.0009792518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9889916,"threshold_uncertainty_score":0.05821872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08727328184261818,"score_gpt":0.5762675750346563,"score_spread":0.4889942931920381,"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."}}