{"id":"W1912426535","doi":"","title":"Residents' use of case-based reflection exercises.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Thematic analysis; Qualitative research; Reflection (computer programming); Perspective (graphical); Medical education; Reflective practice; Meaning (existential); Affect (linguistics); Medicine; Psychology; Qualitative property; Nursing; Pedagogy; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0155724,0.000535745,0.000254718,0.0007342678,0.001288729,0.001240137,0.001289605,0.001222239,0.003142981],"category_scores_gemma":[0.04152884,0.0004400486,0.0005512299,0.0004031901,0.002039848,0.001892568,0.002609814,0.001166176,0.0006745767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001411,"about_ca_system_score_gemma":0.001757677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002300003,"about_ca_topic_score_gemma":0.0008476122,"domain_scores_codex":[0.9816488,0.01563302,0.0003931237,0.0005368938,0.00119322,0.0005950012],"domain_scores_gemma":[0.9708336,0.02263181,0.002554189,0.00177193,0.001070633,0.001137765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004547738,0.001446988,0.01255386,0.001583515,0.00007030772,0.004826937,0.5733634,0.001304897,0.009683182,0.002693201,0.008489084,0.3835298],"study_design_scores_gemma":[0.0005476937,0.006534476,0.04743855,0.006464475,0.0002446238,0.05539173,0.518853,0.005691071,0.03260731,0.008023856,0.3178094,0.00039383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078857,0.002039677,0.04766624,0.005621873,0.0002503527,0.001913603,0.000148488,0.0005524813,0.03392161],"genre_scores_gemma":[0.9550442,0.0008640611,0.03733673,0.0007495958,0.00005505869,0.00100203,0.00007001819,0.00005012042,0.004828101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0155724,"threshold_uncertainty_score":0.08235568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06785507119447214,"score_gpt":0.3381323251910878,"score_spread":0.2702772539966156,"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."}}