{"id":"W2605391807","doi":"10.1007/s00198-017-3975-6","title":"“I do not have time. Is there a handout I can use?”: combining physicians’ needs and behavior change theory to put physical activity evidence into practice","year":2017,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Physical Activity and Health","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Family Medicine; Research Institute for Aging; McMaster University; Osteoporosis Canada; Hamilton Health Sciences; University of Toronto; Toronto Rehabilitation Institute; University of Waterloo","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Rheumatology; Physical activity; Orthopedic surgery; Physical therapy; Alternative medicine; Family medicine; Internal medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02829213,0.0004567487,0.001236165,0.003321285,0.002498359,0.002918561,0.002248864,0.003511956,0.00589773],"category_scores_gemma":[0.08510669,0.0008487388,0.00132446,0.001641767,0.002896664,0.008103954,0.003644177,0.005223584,0.0008513283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004451692,"about_ca_system_score_gemma":0.01259857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310341,"about_ca_topic_score_gemma":0.03946345,"domain_scores_codex":[0.9829788,0.008861698,0.001002595,0.0007299003,0.005993461,0.0004336344],"domain_scores_gemma":[0.9552622,0.03381972,0.002797892,0.001043338,0.005337934,0.00173885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007065078,0.003873243,0.1203275,0.007532183,0.001420798,0.0005230924,0.02270168,0.0009701457,0.0006971828,0.05021368,0.06412841,0.7269055],"study_design_scores_gemma":[0.00314422,0.004275838,0.4047758,0.06401072,0.008109478,0.003077083,0.0720021,0.01822793,0.004174041,0.233372,0.1843353,0.0004955758],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1693255,0.01903041,0.03712686,0.6758484,0.001979663,0.001101943,0.0008025583,0.0002697336,0.09451491],"genre_scores_gemma":[0.8281331,0.01376009,0.08328436,0.06931884,0.0007309778,0.00102391,0.0003908327,0.00007007184,0.003287945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02829213,"threshold_uncertainty_score":0.1496249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156170505829994,"score_gpt":0.3995412378054609,"score_spread":0.2839241872224615,"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."}}