{"id":"W4289521075","doi":"10.21203/rs.3.rs-1910286/v1","title":"Health, Mental Health, and Time Use: A Canadian Study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Tobit model; Mental health; Physical health; Sample (material); Psychology; Work (physics); Leisure time; Gerontology; Physical activity; Demography; Psychiatry; Medicine; Economics; Sociology; Econometrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001591866,0.0006519224,0.000746301,0.002629496,0.009815331,0.002218552,0.001574803,0.0007332024,0.004061839],"category_scores_gemma":[0.002822734,0.0007279356,0.001281558,0.01021414,0.0009975563,0.0008243349,0.001674378,0.001919086,0.0005343497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03980471,"about_ca_system_score_gemma":0.05899367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985795,"about_ca_topic_score_gemma":0.9992692,"domain_scores_codex":[0.9983649,0.0001310584,0.00007425417,0.000221645,0.0007158833,0.0004923331],"domain_scores_gemma":[0.9970583,0.0001653146,0.0003017267,0.0001273677,0.001679823,0.0006674091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009586757,0.000224931,0.9737116,0.0001326525,0.0001247708,0.000214564,0.006367262,0.0001439372,0.0001947907,0.000834699,0.006242673,0.0117122],"study_design_scores_gemma":[0.00001755762,0.00003680321,0.9898045,0.00009686114,0.00004849678,0.00006133795,0.005225771,0.0002456305,0.00005219525,0.00006986055,0.004309436,0.00003154512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679039,0.001890531,0.0002950008,0.00132266,0.00005293851,0.0002918156,0.01630605,0.00001624759,0.01192077],"genre_scores_gemma":[0.9861065,0.00217571,0.000801341,0.0006349515,0.00001914906,0.0001344787,0.005512173,0.00001695862,0.004598699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03980471,"threshold_uncertainty_score":0.2888048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197421235391485,"score_gpt":0.4590774592058068,"score_spread":0.3393353356666583,"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."}}