{"id":"W3124622598","doi":"","title":"Does Physical Exercise Affect Demand for Hospital Services? Evidence from Canadian Panel Data","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Health Care Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Panel data; Cross-sectional study; Cross-sectional data; Epidemiology; Physical activity; Medicine; Environmental health; Econometrics; Economics; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002471813,0.0002862875,0.0004601342,0.0001123189,0.001209942,0.00002942892,0.00148247,0.0002420959,0.0001379066],"category_scores_gemma":[0.0002595402,0.0001900775,0.000106929,0.0001652136,0.00005075295,0.0007756691,0.000218561,0.002567632,0.0004536425],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000033,"about_ca_system_score_gemma":0.008883216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3339866,"about_ca_topic_score_gemma":0.7969971,"domain_scores_codex":[0.9936008,0.000360059,0.0005051958,0.0005726542,0.0003504983,0.004610769],"domain_scores_gemma":[0.9971814,0.0005441951,0.0003744293,0.0008793239,0.0003023589,0.0007183616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003788455,0.001199218,0.6925995,0.002920472,0.001678752,0.0002163358,0.1321998,0.000008475667,0.0003942395,0.02962595,0.04797765,0.08739114],"study_design_scores_gemma":[0.005041304,0.00305059,0.3482156,0.008058546,0.001156807,0.00004583053,0.07626529,0.001871834,0.0001876203,0.5267078,0.02744585,0.001952882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858799,0.006701821,0.0005290023,0.002221768,0.002309865,0.001595766,0.0004082608,0.00008022245,0.0002733808],"genre_scores_gemma":[0.9920612,0.004515391,0.0004205322,0.0004269371,0.001854504,0.00007597911,0.0001000897,0.00005595707,0.0004894078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4970819,"threshold_uncertainty_score":0.9997335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070561381663893,"score_gpt":0.3974208006132097,"score_spread":0.3268594189493167,"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."}}