{"id":"W4392910930","doi":"10.1136/bmj.q617","title":"Evidence based exercise prescriptions in primary care","year":2024,"lang":"en","type":"letter","venue":"BMJ","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Medical prescription; Medicine; Exercise prescription; Data science; Primary health care; Computer science; Family medicine; Physical therapy; Nursing","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":[0.01040595,0.0007644562,0.002074931,0.002334869,0.006551674,0.006775612,0.002350948,0.1028797,0.02116493],"category_scores_gemma":[0.1223456,0.001358171,0.001989169,0.002545399,0.003450072,0.004978508,0.002999892,0.0539575,0.008274071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009655287,"about_ca_system_score_gemma":0.01763305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0276199,"about_ca_topic_score_gemma":0.05604727,"domain_scores_codex":[0.9849065,0.004909683,0.00369631,0.0007296778,0.004210017,0.001547882],"domain_scores_gemma":[0.8903997,0.07550134,0.006977744,0.0017853,0.01030134,0.01503444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001255729,0.00007352554,0.001570552,0.000316962,0.00003988835,0.001942832,0.0002404747,0.0000832237,0.000126623,0.00301698,0.9804879,0.01197558],"study_design_scores_gemma":[0.001111947,0.0001825994,0.009737581,0.005026498,0.0002430106,0.002302125,0.0008559213,0.001121952,0.0002801096,0.01712174,0.9618709,0.0001455181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004099052,0.001015587,0.00004338463,0.9848282,0.008375477,0.00002145112,0.0001003365,0.00001162601,0.005194075],"genre_scores_gemma":[0.005250411,0.001752254,0.000304831,0.9422663,0.04280974,0.0001003853,0.0000870032,0.00002366566,0.0074054],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1028797,"threshold_uncertainty_score":0.0708037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038960710295674,"score_gpt":0.3578143224841101,"score_spread":0.2539182514545427,"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."}}