{"id":"W174180776","doi":"10.1155/2004/295357","title":"Exclusion Spirometry: An Initiative to Increase Lung Function Assessment in Primary Care","year":2004,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Chicoutimi","funders":"","keywords":"Spirometry; Medicine; Asthma; Primary care; Lung function; Test (biology); Pulmonary function testing; Physical therapy; Intensive care medicine; Family medicine; Lung; Internal medicine","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":[0.01208779,0.0006266252,0.0006945539,0.001839521,0.001509308,0.001433665,0.001779387,0.002348804,0.003195179],"category_scores_gemma":[0.01276724,0.0002847665,0.0005676675,0.0008729883,0.0006397332,0.001244163,0.00336149,0.001932384,0.001106348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900866,"about_ca_system_score_gemma":0.01652467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055132,"about_ca_topic_score_gemma":0.03274341,"domain_scores_codex":[0.9944813,0.001830308,0.0004250125,0.0004414494,0.002301138,0.0005208661],"domain_scores_gemma":[0.9814167,0.002822925,0.001731847,0.0006083651,0.003997045,0.009423122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007240995,0.003363931,0.09210199,0.001680459,0.0001047153,0.0005971647,0.001779299,0.0001726697,0.004186434,0.001625814,0.137103,0.7565603],"study_design_scores_gemma":[0.00155951,0.003711965,0.671227,0.0006650288,0.0003545244,0.002256539,0.001055503,0.001235661,0.002148376,0.001827892,0.3138565,0.0001014296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3589025,0.03048459,0.07112727,0.3745424,0.00632237,0.01304409,0.0059573,0.009296633,0.130323],"genre_scores_gemma":[0.4876851,0.02044466,0.3339911,0.09018266,0.008583744,0.01246287,0.009502725,0.0005143065,0.03663277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01208779,"threshold_uncertainty_score":0.06392711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252908034817808,"score_gpt":0.3141625785146736,"score_spread":0.2888717750328927,"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."}}