{"id":"W2127589751","doi":"10.1186/1471-2296-15-148","title":"Do primary care physicians coordinate ambulatory care for chronic disease patients in Canada?","year":2014,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Referral; Ambulatory care; Ambulatory; Primary care physician; Family medicine; Health care; Primary care; Diabetes mellitus; Emergency medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004178383,0.0002784189,0.0004931724,0.0001009703,0.0007136851,0.0000145658,0.0003147675,0.0001410868,0.00001778661],"category_scores_gemma":[0.0009611356,0.000281561,0.00009811475,0.0002019967,0.00002950373,0.0004955187,0.0001661409,0.0006736061,0.00006866081],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0116113,"about_ca_system_score_gemma":0.02532659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4614169,"about_ca_topic_score_gemma":0.8010359,"domain_scores_codex":[0.9965048,0.0009020045,0.0006535583,0.0005258537,0.0004722568,0.0009415064],"domain_scores_gemma":[0.9949302,0.002894589,0.0004793001,0.0006640775,0.0007282157,0.0003036078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008903968,0.0001042393,0.8809276,0.009685869,0.00002437811,0.00001045257,0.003564805,0.0001012365,0.000009874114,0.000579298,0.06946012,0.03464169],"study_design_scores_gemma":[0.002069011,0.00008205828,0.5590134,0.0002003194,0.00006557781,6.033699e-8,0.009576251,0.00003893385,7.137366e-7,0.00002155183,0.428711,0.0002211702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646683,0.01753248,0.000719511,0.003902069,0.007592399,0.008395079,0.001393352,0.0002521674,0.09554466],"genre_scores_gemma":[0.9370615,0.0002040184,0.0006233807,0.05978363,0.0005903884,0.0006802581,0.0006236001,0.00008206709,0.000351162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3592508,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260803801961368,"score_gpt":0.3649417924320024,"score_spread":0.3323337544123887,"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."}}