{"id":"W4386333236","doi":"10.36834/cmej.74265","title":"Assessing commitment to reflection: perceptions of medical students","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Thematic analysis; Context (archaeology); Psychology; Perception; Ambivalence; Subjectivity; Reflection (computer programming); Medical education; Qualitative research; Social psychology; Medicine; Sociology; Epistemology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01048694,0.000326546,0.0003354651,0.0008890103,0.001391024,0.002817331,0.0006959239,0.001053695,0.001855301],"category_scores_gemma":[0.0398033,0.0002299531,0.0004567949,0.000416427,0.002134015,0.0009211167,0.002907011,0.002174839,0.0002926635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114569,"about_ca_system_score_gemma":0.002100586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615207,"about_ca_topic_score_gemma":0.00145624,"domain_scores_codex":[0.9923407,0.003623612,0.0005133773,0.0003980841,0.002295182,0.0008289868],"domain_scores_gemma":[0.9695727,0.01283244,0.006689467,0.0007523393,0.003937773,0.006215332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004431373,0.001281047,0.615532,0.0004372026,0.0001378105,0.0006375624,0.2906039,0.0003845963,0.008415527,0.0009218739,0.001653856,0.07955145],"study_design_scores_gemma":[0.00005637589,0.003550636,0.5353842,0.000449845,0.00008113895,0.002114411,0.4411173,0.001486084,0.004046129,0.001135202,0.01038794,0.0001907649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976766,0.0001757917,0.0003343677,0.0005094522,0.00001626787,0.00002573264,0.000008331856,0.000007041773,0.001246577],"genre_scores_gemma":[0.9991635,0.0001051982,0.0002808095,0.0001313501,0.000006145229,0.00001449225,0.00001065707,0.00000224085,0.0002855781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048694,"threshold_uncertainty_score":0.05546093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448109272569682,"score_gpt":0.4747941713673323,"score_spread":0.4299832441103641,"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."}}