{"id":"W2806632846","doi":"10.1186/s12909-018-1244-9","title":"Self-directed learning readiness of Indian medical students: a mixed method study","year":2018,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Shastri Indo-Canadian Institute","keywords":"Autodidacticism; Curriculum; Internship; Medical education; Lifelong learning; Focus group; Scale (ratio); Psychology; Medicine; Pedagogy","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":[0.006106539,0.0005145322,0.001147553,0.002089636,0.00185478,0.001796301,0.001122086,0.0007363622,0.002491961],"category_scores_gemma":[0.006074942,0.0006687677,0.001217206,0.001877336,0.0009813393,0.001039695,0.001196894,0.001049689,0.0004177904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322159,"about_ca_system_score_gemma":0.002145425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228094,"about_ca_topic_score_gemma":0.00479088,"domain_scores_codex":[0.9967942,0.001487129,0.0003269412,0.0003761854,0.0005780178,0.0004376453],"domain_scores_gemma":[0.9952843,0.002316172,0.0007287235,0.0002814787,0.0009395069,0.000449915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001617939,0.02153896,0.6181585,0.001847356,0.0004308757,0.001650298,0.2457287,0.0003292777,0.008379655,0.000837229,0.001089502,0.09839156],"study_design_scores_gemma":[0.0003560093,0.02605187,0.6127387,0.0007047296,0.0003858251,0.001311555,0.3464782,0.001578367,0.00399466,0.0006804337,0.005520188,0.0001996199],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978386,0.0001304042,0.0004882145,0.00007676169,0.000008615561,0.0008414759,0.0001268191,0.000005871493,0.000483457],"genre_scores_gemma":[0.9905903,0.0004991109,0.004157586,0.0003497131,0.00002655986,0.002954641,0.0002439159,0.000009693587,0.001168426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006106539,"threshold_uncertainty_score":0.03229487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809405537581469,"score_gpt":0.4316456771344941,"score_spread":0.4135516217586794,"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."}}