{"id":"W1558826581","doi":"10.14288/hfjc.v2i2.48","title":"The Importance of Qualified Exercise Professionals in Canada","year":2010,"lang":"en","type":"article","venue":"Open Collections","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Certification; Medicine; Health professionals; Physical therapy; Nursing; Medical education; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00363967,0.0001607797,0.0003216245,0.00183952,0.00716087,0.004042397,0.001025184,0.001340639,0.004733706],"category_scores_gemma":[0.01117314,0.0002363617,0.0002645931,0.003121177,0.002380968,0.001149736,0.001586471,0.001257174,0.0001660312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05304083,"about_ca_system_score_gemma":0.2442602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638237,"about_ca_topic_score_gemma":0.9880195,"domain_scores_codex":[0.9948857,0.001058957,0.0002501075,0.0003019754,0.002165762,0.001337421],"domain_scores_gemma":[0.9835449,0.002572854,0.001327659,0.0001216072,0.007653425,0.004779515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002314189,0.0001873007,0.1099724,0.01167735,0.0001214638,0.004428794,0.04594414,0.0005096135,0.001591326,0.04490875,0.20887,0.5715575],"study_design_scores_gemma":[0.00007326039,0.0001373586,0.2601676,0.009886744,0.000229435,0.001397859,0.08540249,0.0003205062,0.000549974,0.00743435,0.6342711,0.0001293268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1720229,0.219043,0.002396981,0.3862838,0.003096914,0.0005852926,0.001845596,0.00009505138,0.2146305],"genre_scores_gemma":[0.8790861,0.07945257,0.002929765,0.02635189,0.0002914337,0.000103545,0.0004096837,0.00002352223,0.01135149],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05304083,"threshold_uncertainty_score":0.38484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730789577446143,"score_gpt":0.3590621126961157,"score_spread":0.3217542169216542,"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."}}