{"id":"W2998846069","doi":"10.29173/hsi156","title":"Exercise as medicine: Are primary care professionals equipped to prevent chronic disease through physical activity prescription?","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Primary care; Medical prescription; Medicine; Exercise prescription; Physical activity; Alternative medicine; Chronic disease; Physical therapy; Family medicine; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005922245,0.0002885741,0.0008735551,0.0001632288,0.000565741,0.00002551973,0.0003791392,0.00006946719,0.0001091973],"category_scores_gemma":[0.0001207664,0.0002167086,0.0001143301,0.001018729,0.0007252531,0.000928657,0.0003273429,0.0005629584,0.0005334123],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963923,"about_ca_system_score_gemma":0.007501755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002695201,"about_ca_topic_score_gemma":0.00001046406,"domain_scores_codex":[0.9957684,0.0001016713,0.0003244119,0.001018964,0.00173011,0.001056491],"domain_scores_gemma":[0.9968668,0.00009128,0.0002728968,0.0008812008,0.000265064,0.001622803],"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":[0.01274512,0.05721109,0.03357039,0.1000448,0.0001172391,0.0002273532,0.2150448,0.0004237571,0.1407489,0.01364318,0.06867128,0.3575521],"study_design_scores_gemma":[0.002670905,0.006453181,0.9557238,0.01628711,0.00008640529,0.00001514104,0.005228837,0.0006507832,0.005258792,0.001890684,0.005049647,0.000684733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659712,0.0008357389,0.00005350916,0.02746772,0.001119609,0.003435117,0.00001681417,0.0001293364,0.0009709373],"genre_scores_gemma":[0.9900356,0.0001401806,0.0001064798,0.007428284,0.001280113,0.0002141416,0.00002376749,0.00002569257,0.0007457582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9221534,"threshold_uncertainty_score":0.9981248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09040703618934515,"score_gpt":0.451058946092922,"score_spread":0.3606519099035769,"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."}}