{"id":"W2775340189","doi":"","title":"Canadian Community Health Survey and National Population Health Survey in Canada: xperience and implication for improving Chinese system","year":2013,"lang":"en","type":"article","venue":"","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population health; Survey data collection; Community health; Survey research; Population; Environmental health; Geography; Public health; Socioeconomics; Medicine; Sociology; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00659138,0.0004571349,0.000718925,0.003412414,0.003580262,0.001510144,0.002395053,0.0006247325,0.004667916],"category_scores_gemma":[0.01273064,0.0003433378,0.00104,0.01200449,0.0009610531,0.001714053,0.001379275,0.001375734,0.0002426279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03383292,"about_ca_system_score_gemma":0.1140717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963983,"about_ca_topic_score_gemma":0.9979406,"domain_scores_codex":[0.9970648,0.0006180794,0.000327059,0.0002584677,0.0007120948,0.001019517],"domain_scores_gemma":[0.9883669,0.001069148,0.001216784,0.0003866809,0.006337678,0.002622774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265799,0.00009942453,0.9138662,0.0006587891,0.000321763,0.0001617994,0.002934407,0.0004292357,0.0001918179,0.003227031,0.03613442,0.04174848],"study_design_scores_gemma":[0.00002075234,0.00001996424,0.9883796,0.000192608,0.0001053787,0.00001731755,0.003109038,0.0003240811,0.00008068433,0.0003125581,0.007411061,0.00002706298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7860332,0.02308917,0.002179873,0.07164502,0.001428588,0.0004709996,0.0780864,0.0001430586,0.03692362],"genre_scores_gemma":[0.9644758,0.008086742,0.003845732,0.006093258,0.0001586138,0.0002394659,0.01110909,0.00004112545,0.005950127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03383292,"threshold_uncertainty_score":0.2454762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06374248401123783,"score_gpt":0.335425241362009,"score_spread":0.2716827573507711,"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."}}