{"id":"W7038796859","doi":"","title":"Innovations and opportunities for primary health care after hospital discharge: an application of causal inference methods in health services research","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Causal inference; Propensity score matching; Psychological intervention; Covariate; Primary care; Health care; Null hypothesis; Sample (material)","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":[0.1186381,0.001456412,0.002756111,0.007948993,0.002031725,0.004690164,0.003155048,0.002543652,0.02129936],"category_scores_gemma":[0.2418169,0.001382997,0.006822106,0.01023534,0.002666672,0.0046245,0.004792114,0.003449307,0.0008481858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003611325,"about_ca_system_score_gemma":0.008163801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02355785,"about_ca_topic_score_gemma":0.01925351,"domain_scores_codex":[0.9169061,0.07068533,0.002258518,0.006806498,0.002668779,0.0006747951],"domain_scores_gemma":[0.5439381,0.4383362,0.007131826,0.00771972,0.001980256,0.000893919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008668426,0.0007638031,0.1454139,0.004902594,0.009983042,0.0009871809,0.004398283,0.05373134,0.0002900638,0.4114706,0.02009193,0.3471004],"study_design_scores_gemma":[0.0007731204,0.0002580693,0.02319201,0.001543038,0.002608707,0.0003328703,0.001236661,0.2978118,0.0003695173,0.6582847,0.01341771,0.0001718915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02138277,0.002876853,0.9617583,0.003410078,0.0003423002,0.002687564,0.002773852,0.0007944169,0.003973818],"genre_scores_gemma":[0.272662,0.001736236,0.7146121,0.0006358003,0.0003316193,0.006198611,0.001476841,0.0001803462,0.00216651],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1186381,"threshold_uncertainty_score":0.6274255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256095663456222,"score_gpt":0.5251254865736102,"score_spread":0.2995159202279881,"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."}}