{"id":"W197469462","doi":"10.1155/2013/369019","title":"Canadian Practice Assessment in Chronic Obstructive Pulmonary Disease: Respiratory Specialist Physician Perception Versus Patient Reality","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Penticton Regional Hospital; University of Saskatchewan; University Health Network; Dalhousie University; University of Toronto; McGill University; Health Sciences Centre; Royal University Hospital; Nova Scotia Health Authority","funders":"AstraZeneca Canada","keywords":"Medicine; COPD; Exacerbation; Pulmonary rehabilitation; Medical prescription; Pulmonary disease; Disease; Physical therapy; Family medicine; Clinical Practice; Disease management; Intensive care medicine; Internal medicine; Nursing","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":[0.01063955,0.0002097535,0.0003884159,0.001274672,0.003127529,0.002839073,0.001096922,0.0007275583,0.003371754],"category_scores_gemma":[0.0491997,0.0002490356,0.0003828749,0.002364539,0.002592159,0.001053726,0.001900387,0.0008967265,0.0001629369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02752579,"about_ca_system_score_gemma":0.03392404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8855438,"about_ca_topic_score_gemma":0.878087,"domain_scores_codex":[0.9859294,0.003959698,0.0009284354,0.0007038233,0.00728045,0.001198248],"domain_scores_gemma":[0.9636749,0.01044082,0.006575895,0.0005125079,0.01311883,0.005677042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001481021,0.0001123921,0.9298412,0.0004235041,0.0000804692,0.0001836496,0.04075131,0.0001811586,0.0001794459,0.0007389745,0.004141443,0.02321833],"study_design_scores_gemma":[0.00003768927,0.0001086048,0.9588035,0.0003105284,0.00004003944,0.0002446192,0.03549769,0.0005525138,0.00006372988,0.0002382571,0.004063224,0.00003954837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754994,0.002371829,0.0003822918,0.008748915,0.00007902697,0.0001277556,0.0003291446,0.00001174804,0.01244991],"genre_scores_gemma":[0.9985845,0.0004073457,0.0002186503,0.0004931212,0.00001086768,0.00001769515,0.00008593898,0.000002247297,0.0001796806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144562,"threshold_uncertainty_score":0.2302606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213361292823453,"score_gpt":0.325452713379163,"score_spread":0.2933191004509285,"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."}}