{"id":"W1021282242","doi":"10.1155/2015/306720","title":"Implementation of a Targeted Screening Program to Detect Airflow Obstruction Suggestive of Chronic Obstructive Pulmonary Disease within a Presurgical Screening Clinic","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Mount Sinai Hospital; McGill University","funders":"","keywords":"Medicine; Spirometry; COPD; Asthma; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003890821,0.0003769989,0.0002533655,0.00145902,0.001099675,0.0006811844,0.001084225,0.0005066731,0.002977125],"category_scores_gemma":[0.01137464,0.0002939964,0.0004119182,0.0005727051,0.0006248358,0.0004199072,0.001515803,0.0006713869,0.0004489866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732908,"about_ca_system_score_gemma":0.006638628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008483422,"about_ca_topic_score_gemma":0.00913294,"domain_scores_codex":[0.9958506,0.001870518,0.0003659902,0.0004445984,0.0008897363,0.0005785631],"domain_scores_gemma":[0.9852528,0.003085829,0.003360475,0.0007512547,0.002818398,0.004731272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008343001,0.006311926,0.8314864,0.0004570532,0.00007960974,0.00118618,0.002987508,0.0008701565,0.0114613,0.0001286646,0.003294035,0.1409028],"study_design_scores_gemma":[0.0002699954,0.01077732,0.9815015,0.0001345593,0.00005972817,0.000738943,0.001303474,0.00176221,0.001473512,0.00005077085,0.001901163,0.00002682377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905868,0.0002247938,0.002581327,0.0007743395,0.00003759355,0.003038019,0.0001181885,0.0002169636,0.002422143],"genre_scores_gemma":[0.9926279,0.000196326,0.00478076,0.0005917118,0.00006952641,0.001094324,0.0001878922,0.000008144993,0.0004432113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008483422,"threshold_uncertainty_score":0.02057689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04501422853970174,"score_gpt":0.3467121424985788,"score_spread":0.3016979139588771,"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."}}