{"id":"W4388709395","doi":"10.1007/978-3-031-38340-3_1","title":"A Twenty-First Century Physical Therapy Health and Lifestyle Framework to Maximize Sleep and Function","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Affect (linguistics); Scope (computer science); Medicine; Gerontology; Physical activity; Psychology; Physical therapy","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":[0.001298937,0.0007566437,0.0003644842,0.0007205984,0.001350465,0.002853477,0.0008879623,0.001938333,0.007262059],"category_scores_gemma":[0.0005950641,0.0001794301,0.000317982,0.000538417,0.008054472,0.002219094,0.001884984,0.003955355,0.001821918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437643,"about_ca_system_score_gemma":0.003618251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932715,"about_ca_topic_score_gemma":0.009232515,"domain_scores_codex":[0.9995319,0.0001938114,0.0000196253,0.00005937734,0.0001524322,0.00004288273],"domain_scores_gemma":[0.9997962,0.00008140975,0.00001153351,0.00001584197,0.00004516949,0.00004980647],"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":[0.00001767144,0.0001026065,0.0001566747,0.0001942668,0.000009094693,0.00005645788,0.00197143,0.0005632542,0.0004102972,0.8657442,0.05860692,0.07216724],"study_design_scores_gemma":[0.00001284333,0.00005266157,0.000616467,0.0005281981,0.000008644266,0.0002304207,0.0007335699,0.0004854139,0.0002532102,0.2695055,0.7275557,0.00001736791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003843072,0.06783705,0.05074153,0.07455186,0.008129013,0.0001145993,0.0001454778,0.0002388723,0.7943985],"genre_scores_gemma":[0.1100084,0.0718534,0.05499776,0.0361461,0.003484762,0.0005930762,0.0001591545,0.0002439018,0.7225135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007262059,"threshold_uncertainty_score":0.02429396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040389928262511,"score_gpt":0.302795335573773,"score_spread":0.2623914362911479,"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."}}