{"id":"W2733878336","doi":"10.1093/fampra/cmx058","title":"Concomitant pulmonologist and primary care for chronic obstructive pulmonary disease: a population study","year":2017,"lang":"en","type":"article","venue":"Family Practice","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; St. Michael's Hospital; Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Pfizer Canada; Lung Health Foundation","keywords":"Pulmonologist; Medicine; Concomitant; Pulmonary disease; Primary care; Population; Intensive care medicine; Primary health care; Internal medicine; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001104586,0.0005103953,0.0004856488,0.0009422209,0.001492739,0.001140396,0.0008453582,0.0008809579,0.00161511],"category_scores_gemma":[0.002435168,0.0006626194,0.001081244,0.002604853,0.0008350294,0.0007651512,0.0009486579,0.00106505,0.0002537189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003702335,"about_ca_system_score_gemma":0.005140357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4662428,"about_ca_topic_score_gemma":0.5132229,"domain_scores_codex":[0.9988031,0.0002040465,0.0000719548,0.0002965608,0.0003256052,0.0002986744],"domain_scores_gemma":[0.9983622,0.0001608826,0.0005669564,0.0001534743,0.0002706639,0.0004857211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007551748,0.00005564763,0.9989932,0.000009734499,0.00007821238,0.00008481724,0.0001889139,0.00001087486,0.00007209153,0.00001295522,0.0001137945,0.0003042678],"study_design_scores_gemma":[0.00002932016,0.0001266297,0.9988922,0.00001119192,0.0000615507,0.0001367758,0.0004424045,0.00008366138,0.000009518181,0.00001129197,0.0001904056,0.000005119531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988257,0.0002198744,0.00005437055,0.00007840058,0.000006874264,0.00003604179,0.0004231262,0.000002152272,0.0003533575],"genre_scores_gemma":[0.9992829,0.0001634456,0.0000451513,0.00004980963,0.0000107588,0.00002348169,0.0002954016,0.000001387021,0.0001277232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662428,"threshold_uncertainty_score":0.9270579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666355681920636,"score_gpt":0.3482320610268335,"score_spread":0.3115685042076272,"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."}}