{"id":"W2593138226","doi":"10.3138/ptc.2016-35","title":"Exploring Record Keeping, Clinical Reasoning, and Practice Context: Peer Assessment Findings from the Perspective of Situational Competence","year":2017,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association; Queen's University","funders":"","keywords":"Competence (human resources); Medicine; Context (archaeology); Quality assurance; Nursing; Qualitative research; Best practice; Recall; Medical education; Quality (philosophy); Informed consent; Applied psychology; Psychology; Alternative medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02014538,0.0002457994,0.0003533759,0.002991259,0.003955939,0.005292456,0.001434094,0.0006822941,0.0009221319],"category_scores_gemma":[0.08810454,0.0002729628,0.0002614549,0.002070213,0.007221197,0.003495693,0.006041422,0.001323174,0.00007683686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009263535,"about_ca_system_score_gemma":0.02078103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1037169,"about_ca_topic_score_gemma":0.1452024,"domain_scores_codex":[0.9604642,0.02469364,0.002347562,0.001502623,0.00928545,0.001706558],"domain_scores_gemma":[0.9161571,0.04828683,0.01506095,0.002683988,0.01418476,0.003626332],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002969358,0.00007646584,0.1237573,0.0002654983,0.00002438668,0.0004234772,0.8490581,0.00007550748,0.0003250013,0.0008048956,0.000375954,0.02478375],"study_design_scores_gemma":[0.000008301045,0.00009821443,0.1608745,0.0003683352,0.00002772506,0.0004845856,0.8311174,0.0003286675,0.0002725529,0.0007991419,0.005585091,0.00003549071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893281,0.000667147,0.001072135,0.001917742,0.0000183643,0.00009846705,0.00003124617,0.00001268181,0.006854021],"genre_scores_gemma":[0.9991434,0.0001521146,0.0004265282,0.00006242879,0.000005028156,0.00001937835,0.00001117852,0.000002418502,0.0001775438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9798546,"threshold_uncertainty_score":0.2062263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041893788971441,"score_gpt":0.4445434066220911,"score_spread":0.340354027724947,"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."}}