{"id":"W148081941","doi":"10.1007/978-3-319-11671-6_10","title":"Future Directions in Health and Fitness","year":2014,"lang":"en","type":"book-chapter","venue":"Studies in history and philosophy of science","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Life expectancy; Longevity; Matching (statistics); Population health; Population; Face (sociological concept); Psychology; Gerontology; Sociology; Demography; Medicine; Social science","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":[0.002157224,0.0006477155,0.0008479357,0.00125918,0.001823425,0.004467928,0.001122829,0.002898435,0.03115229],"category_scores_gemma":[0.002106359,0.00022926,0.0003774491,0.001522469,0.008682599,0.006434968,0.001948526,0.005508982,0.003779455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004105733,"about_ca_system_score_gemma":0.005272803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434069,"about_ca_topic_score_gemma":0.009532543,"domain_scores_codex":[0.9993528,0.0003447031,0.00002393465,0.00006246743,0.000158686,0.00005740342],"domain_scores_gemma":[0.9986774,0.000928814,0.00003285953,0.00005482047,0.0001890517,0.0001170124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001126701,0.0000497627,0.00006786593,0.0002787592,0.000004398519,0.00002681958,0.001254746,0.000123273,0.00006388962,0.8417403,0.07375462,0.08262435],"study_design_scores_gemma":[0.000008815601,0.00001186002,0.000142658,0.0005806161,0.000003582667,0.00003556206,0.000919927,0.0000752828,0.00002403231,0.3034603,0.69473,0.000007293782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001054296,0.4166838,0.004687817,0.151558,0.01283758,0.00002856033,0.0000548482,0.00005056377,0.4130447],"genre_scores_gemma":[0.05475023,0.4582821,0.01171829,0.0523379,0.02102195,0.0002226764,0.0001566776,0.0001190998,0.4013912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03115229,"threshold_uncertainty_score":0.1042148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066232139144165,"score_gpt":0.3401529087859285,"score_spread":0.233529694871512,"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."}}