{"id":"W4403443548","doi":"10.46747/cfp.7010611","title":"Integration of exercise professionals to help patients adopt and maintain healthy movement behaviour","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre; Queen's University; University of Ottawa","funders":"","keywords":"Computer science; Movement (music); Data science; Medicine; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009127681,0.0001245556,0.0002824916,0.0002028825,0.00007957461,0.00001580202,0.0000469624,0.00005578803,0.0000029733],"category_scores_gemma":[0.000008363289,0.0001110282,0.00004932537,0.0002775487,0.00003209933,0.0001021549,0.00001865427,0.0001910311,0.00003032075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648551,"about_ca_system_score_gemma":0.0006886188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121577,"about_ca_topic_score_gemma":0.004241977,"domain_scores_codex":[0.9990241,0.00002638487,0.0001964087,0.0002453369,0.0002069091,0.0003008699],"domain_scores_gemma":[0.9990167,0.00002518319,0.0000325758,0.0001530687,0.00008985583,0.0006826402],"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":[0.0005777045,0.00296338,0.005186206,0.002747078,0.0001110927,0.00007759781,0.003376991,0.000005932369,0.02203265,0.0517269,0.07690535,0.8342891],"study_design_scores_gemma":[0.001776067,0.00435967,0.9475654,0.008602965,0.0002318039,5.100511e-7,0.004599812,0.0007019192,0.0068062,0.01032278,0.01436315,0.0006697533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916715,0.0002385702,0.00006094518,0.003982102,0.0002073511,0.000883572,0.000198436,0.00002493597,0.00273258],"genre_scores_gemma":[0.9580958,0.00002231623,0.0001613044,0.04133574,0.0001031688,0.00005082391,0.00008103876,0.0000192379,0.0001305447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9423792,"threshold_uncertainty_score":0.9944204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733834263865931,"score_gpt":0.3081424094958484,"score_spread":0.2808040668571891,"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."}}