{"id":"W2324993409","doi":"10.1164/ajrccm.171.3.950","title":"Early Therapy in Chronic Obstructive Pulmonary Disease","year":2005,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; 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":[0.003172093,0.0005661818,0.001313035,0.0006342938,0.003013332,0.001902798,0.000963842,0.02474978,0.004479734],"category_scores_gemma":[0.01332231,0.0002935029,0.0008899065,0.0005404462,0.001484457,0.001856304,0.001019938,0.01568721,0.001691865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505846,"about_ca_system_score_gemma":0.002437306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937394,"about_ca_topic_score_gemma":0.00679957,"domain_scores_codex":[0.9972215,0.001371077,0.0002795102,0.000125635,0.0007119102,0.0002903986],"domain_scores_gemma":[0.9940886,0.003983941,0.0002946142,0.000127716,0.000545312,0.0009597093],"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":[0.0006959926,0.0005268062,0.008056745,0.0005405783,0.00007395748,0.02027176,0.0004276147,0.0002735007,0.000998509,0.0109982,0.8763645,0.08077177],"study_design_scores_gemma":[0.001388208,0.001209823,0.01713473,0.002491622,0.0001751254,0.02400594,0.0008957504,0.001213214,0.0006341223,0.01837951,0.9323863,0.00008564808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003935885,0.01250862,0.0002796149,0.9451573,0.01994463,0.00003121688,0.00003076369,0.00002760129,0.01808427],"genre_scores_gemma":[0.0373674,0.009268254,0.0007343908,0.847541,0.08982088,0.00009813342,0.00004788168,0.00001639524,0.01510556],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02474978,"threshold_uncertainty_score":0.0181812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111415828978653,"score_gpt":0.3253991248541707,"score_spread":0.3042849665643841,"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."}}