{"id":"W2326081067","doi":"10.1136/thoraxjnl-2014-206260.380","title":"P252 Gold Category And Optimal Management : A Canadian Perspective","year":2014,"lang":"en","type":"article","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Lama; Exacerbation; COPD; Gold standard (test); Internal medicine; Quality of life (healthcare); Stage (stratigraphy); Physical therapy; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00342525,0.0005436997,0.0009644717,0.002983588,0.003247426,0.003548715,0.002668246,0.002866744,0.01180263],"category_scores_gemma":[0.009966123,0.0003050739,0.0006092803,0.004749223,0.002349576,0.001475079,0.001462381,0.002758241,0.001047574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04518915,"about_ca_system_score_gemma":0.0983054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685149,"about_ca_topic_score_gemma":0.9680205,"domain_scores_codex":[0.9976199,0.0003327341,0.0001534723,0.0002425665,0.0009907945,0.0006606037],"domain_scores_gemma":[0.9909636,0.0006553796,0.0004456842,0.0001219253,0.004915593,0.002897768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005483066,0.0002128967,0.1118218,0.00137498,0.0001872926,0.0007631884,0.001435002,0.002074098,0.0003536722,0.05691317,0.4585879,0.3657278],"study_design_scores_gemma":[0.000281503,0.0002855556,0.4316825,0.007926683,0.0003526528,0.001392005,0.00635916,0.00444033,0.0002082607,0.02393963,0.522751,0.0003807379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03282313,0.1731827,0.001918448,0.6576224,0.003963813,0.0001243798,0.006146986,0.00009762203,0.1241205],"genre_scores_gemma":[0.7336391,0.1752834,0.007827449,0.05189009,0.008300698,0.0001948842,0.004954407,0.0001422765,0.01776767],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04518915,"threshold_uncertainty_score":0.3278717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303270922589813,"score_gpt":0.2873687879960923,"score_spread":0.2743360787701942,"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."}}