{"id":"W3198189098","doi":"10.1080/15412555.2021.1968816","title":"Ten Commandments for Randomized Trials of Pharmacological Therapy for COPD and Other Lung Diseases","year":2021,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; COPD; Intensive care medicine; Clinical trial; Blinding; Population; Research design; Asthma; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002062808,0.0005533606,0.00315982,0.0003295592,0.000239318,0.00006216455,0.00035936,0.0001735188,0.0009217926],"category_scores_gemma":[0.003880222,0.0004128404,0.00211305,0.0003101913,0.001129825,0.0003561957,0.0001671622,0.0003996866,0.00000159352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007375113,"about_ca_system_score_gemma":0.003527432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004939493,"about_ca_topic_score_gemma":7.084433e-7,"domain_scores_codex":[0.9942142,0.001297078,0.002137198,0.0006641374,0.0009761646,0.0007112135],"domain_scores_gemma":[0.9899652,0.004844561,0.001538627,0.0004459804,0.0019438,0.001261833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7841746,0.007552847,0.06015474,0.007458677,0.01021088,0.001796113,0.0002478724,0.0001547735,0.01397879,0.00174973,0.008479314,0.1040417],"study_design_scores_gemma":[0.6859827,0.001712283,0.2122335,0.002150852,0.01877384,0.0009093372,0.001050534,0.01256473,0.008581326,0.02723173,0.02738753,0.001421579],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6321363,0.3436758,0.003403665,0.002805052,0.001550721,0.01083831,0.005117813,0.00005027469,0.0004221432],"genre_scores_gemma":[0.9884772,0.006158791,0.001093831,0.0005235984,0.002035288,0.0007520518,0.0002273041,0.0001276812,0.0006043072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3563409,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433687309096112,"score_gpt":0.3702480218558903,"score_spread":0.3268792909462791,"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."}}