{"id":"W6886102348","doi":"10.14288/1.0396098","title":"Primary care physician volume and quality of care for older adults with dementia: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Dementia; Primary care; Medical prescription; Poisson regression; Primary care physician; Antipsychotic; Gee; Cohort study","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":[0.001474022,0.000317971,0.000418634,0.001262844,0.0008930333,0.001100406,0.0007443856,0.00066279,0.00099778],"category_scores_gemma":[0.004241561,0.0006606181,0.0008968423,0.002730792,0.000424341,0.0006850665,0.0006875762,0.000782117,0.000196355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148569,"about_ca_system_score_gemma":0.001352346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1250881,"about_ca_topic_score_gemma":0.139495,"domain_scores_codex":[0.9982436,0.0003450809,0.0002336618,0.0005078145,0.0004091154,0.0002607121],"domain_scores_gemma":[0.9955872,0.0004400304,0.002226222,0.0004967549,0.0006549259,0.0005948356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003000387,0.00001652382,0.999517,0.000005612042,0.00006858358,0.00002635098,0.00005564077,0.000009788154,0.0000210593,0.000004710977,0.00007871429,0.0001660259],"study_design_scores_gemma":[0.00001118196,0.00004899637,0.9993927,0.00000745068,0.00004272264,0.0001230548,0.0001444777,0.00009493034,0.00001118543,0.00000674232,0.0001129978,0.000003582319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979141,0.0003123465,0.0001023231,0.0000585257,0.000009054912,0.00003142326,0.001295127,0.00000442859,0.000272675],"genre_scores_gemma":[0.998852,0.000127082,0.0001041254,0.00005375754,0.00001189936,0.00002408565,0.0007473489,0.000001830421,0.00007793092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250881,"threshold_uncertainty_score":0.24872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044274395239332,"score_gpt":0.3597195314057012,"score_spread":0.3392767874533079,"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."}}