{"id":"W2894524065","doi":"10.31729/jnma.3520","title":"Perceptions of Medical Students About Bedside Teaching in a Medical School","year":2018,"lang":"en","type":"article","venue":"Journal of Nepal Medical Association","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Likert scale; Medical education; Context (archaeology); Perception; Teaching method; Family medicine; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01867177,0.0001788982,0.0007274423,0.0006771297,0.0001142104,0.00003387651,0.0008284114,0.001128678,0.01123113],"category_scores_gemma":[0.125394,0.0001449741,0.0002033564,0.0007987433,0.0002811406,0.0002369692,0.0001583836,0.003264328,0.00008446913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216204,"about_ca_system_score_gemma":0.003155517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000843694,"about_ca_topic_score_gemma":0.0001553109,"domain_scores_codex":[0.9809573,0.0004604817,0.002296415,0.0002151023,0.0156572,0.000413499],"domain_scores_gemma":[0.9957754,0.0006107683,0.001195845,0.0002314071,0.001155162,0.001031426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001942566,0.002731928,0.8083676,0.0001061256,0.0002827543,0.000247387,0.001969733,4.873456e-7,0.0002495583,0.0006159258,0.06657813,0.1186561],"study_design_scores_gemma":[0.006952486,0.001165461,0.9633455,0.00407596,0.0001861133,0.0007715564,0.001926292,0.00288331,0.00006631722,0.0004279244,0.01799469,0.0002044307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336576,0.00008407926,0.001283296,0.06142285,0.001694483,0.0001966325,0.00000197601,0.00002052966,0.001638526],"genre_scores_gemma":[0.9832379,0.0002701262,0.002125815,0.0089084,0.005107252,0.000009976265,0.00001478134,0.000024598,0.0003011549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549778,"threshold_uncertainty_score":0.9990352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070660772981835,"score_gpt":0.4089111797592839,"score_spread":0.3982045720294655,"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."}}