{"id":"W2598768226","doi":"","title":"\"Too much of a good thing? \" reliance on cardiac rehabilitation staff and the proxy dilemma","year":2016,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Princess Margaret Cancer Centre; University Health Network; University of Saskatchewan","funders":"","keywords":"Proxy (statistics); Dilemma; Rehabilitation; Psychology; Medicine; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167227,0.0001018698,0.0003453688,0.00009982615,0.00007575787,0.00001303662,0.00009653855,0.00006424346,0.000100679],"category_scores_gemma":[0.0000440621,0.00005313731,0.0001589434,0.0000794365,0.0001637255,0.0001548933,0.00001892719,0.0001574805,0.000003892258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000268459,"about_ca_system_score_gemma":0.00003681506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001561145,"about_ca_topic_score_gemma":0.000006554883,"domain_scores_codex":[0.9987302,0.00005715536,0.0006615343,0.0001400917,0.0002433114,0.0001677417],"domain_scores_gemma":[0.9988114,0.0001031001,0.0005747197,0.0002018859,0.0002074527,0.0001014967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007401235,0.00211463,0.6615999,0.0002536279,0.0001717859,0.00002833724,0.008476543,6.153501e-7,0.0006712212,0.06907739,0.05389635,0.1963084],"study_design_scores_gemma":[0.004647113,0.003662076,0.968708,0.001299999,0.000152911,0.000009247659,0.003000055,0.000001875275,0.0001895094,0.004820972,0.0133697,0.0001385197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947122,0.001028442,0.00002456163,0.001774417,0.0006191093,0.0003872656,0.00002456565,0.000004989606,0.001424465],"genre_scores_gemma":[0.9964973,0.001015148,0.0001813253,0.0001269339,0.00008497466,0.00002536371,9.654433e-7,0.00001011441,0.002057889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071081,"threshold_uncertainty_score":0.2166876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746794806609918,"score_gpt":0.3229140071349976,"score_spread":0.3054460590688984,"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."}}