{"id":"W3109418085","doi":"10.1139/apnm-2020-0356","title":"A patient-oriented approach to the development of a primary care physical activity screen for embedding into electronic medical records","year":2020,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Physical Activity and Health","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; East Wellington Family Health Team; McMaster University; Osteoporosis Canada; University of British Columbia; University of Toronto; University of Waterloo","funders":"","keywords":"Novelty; Physical activity; Thematic analysis; Primary care; Medicine; Qualitative research; Medical education; Nursing; Psychology; Family medicine; Physical therapy","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":[0.09891342,0.0007335861,0.0008259113,0.002390452,0.001958625,0.005220549,0.002119498,0.002032956,0.009482327],"category_scores_gemma":[0.1090825,0.001043414,0.001343496,0.001640297,0.001697588,0.004859239,0.004941402,0.002990291,0.002944048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130838,"about_ca_system_score_gemma":0.008780433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000862681,"about_ca_topic_score_gemma":0.002279918,"domain_scores_codex":[0.9097692,0.07301573,0.006796748,0.002835464,0.006549472,0.001033348],"domain_scores_gemma":[0.8951418,0.06785857,0.006319874,0.01050728,0.01698547,0.003186963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008838088,0.003645448,0.04140946,0.008156776,0.0002925206,0.002052206,0.09474558,0.001241407,0.01531512,0.02127953,0.0241733,0.786805],"study_design_scores_gemma":[0.002170109,0.01222284,0.05758729,0.01338573,0.0007833042,0.007086119,0.08852718,0.01095002,0.04211636,0.04541353,0.7190545,0.0007030197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08180477,0.00110164,0.7841052,0.02427741,0.0009197614,0.06881765,0.002451051,0.002468042,0.03405447],"genre_scores_gemma":[0.1184394,0.0006793156,0.8523353,0.004018162,0.0002180771,0.0204859,0.0005321809,0.0001792502,0.003112372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09891342,"threshold_uncertainty_score":0.5231104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538117329380055,"score_gpt":0.2963757815260861,"score_spread":0.2709946082322855,"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."}}