{"id":"W2515966155","doi":"10.5588/ijtld.16.0068","title":"Introduction of spirometry into clinical practice in Georgetown, Guyana: quality and diagnostic outcomes","year":2016,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital; St. Paul's Hospital; BC Centre for Disease Control; Vancouver General Hospital","funders":"Michael Smith Health Research BC","keywords":"Spirometry; Medicine; Referral; Physical therapy; Emergency medicine; Pediatrics; Family medicine; Internal medicine; Asthma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001462801,0.0002174772,0.0002221468,0.0009548672,0.0005942114,0.00114492,0.0006855701,0.0008793904,0.001127187],"category_scores_gemma":[0.007726989,0.0003538644,0.0002479872,0.001943434,0.00115275,0.0005935092,0.001449151,0.0008120841,0.0002118401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004946491,"about_ca_system_score_gemma":0.004194099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09352919,"about_ca_topic_score_gemma":0.1621432,"domain_scores_codex":[0.9978364,0.0008108944,0.0002165023,0.0002958005,0.0004408222,0.0003995692],"domain_scores_gemma":[0.9897189,0.001790474,0.005806782,0.0003796401,0.00122498,0.001079103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006504665,0.00002628516,0.9954621,0.00005368547,0.00001714698,0.0003287126,0.0005043755,0.0000528826,0.0002984437,0.00001136702,0.0002217217,0.002958272],"study_design_scores_gemma":[0.000005139162,0.00006482675,0.9991277,0.0000252578,0.000005424254,0.0001623636,0.0003962721,0.00003471355,0.00004829659,0.00000249501,0.0001242664,0.000003306714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979959,0.0005399602,0.00008368233,0.0005131679,0.000008478764,0.0000374328,0.0003557878,0.000009954201,0.0004557933],"genre_scores_gemma":[0.9990494,0.0002051027,0.0001659414,0.00016064,0.00001023817,0.00002282226,0.0002699865,0.000001918543,0.0001140106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09352919,"threshold_uncertainty_score":0.1859696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128505478565856,"score_gpt":0.3950935109375197,"score_spread":0.3738084561518611,"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."}}