{"id":"W4406564995","doi":"10.1016/j.ypdi.2014.01.034","title":"10.1016/j.ypdi.2014.01.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Inhaler; Tiotropium bromide; Intensive care medicine; Internal medicine; Asthma; Lung function; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007423706,0.0009892597,0.0005505274,0.001834651,0.00103229,0.003401403,0.001068726,0.003390484,0.9089123],"category_scores_gemma":[0.001877725,0.0004408953,0.0005401524,0.0009765322,0.0008341157,0.002482154,0.001485811,0.001715701,0.8858659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009043097,"about_ca_system_score_gemma":0.001305633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217891,"about_ca_topic_score_gemma":0.002043213,"domain_scores_codex":[0.9996889,0.00002676034,0.00002532758,0.0000850437,0.00008923688,0.00008471868],"domain_scores_gemma":[0.9988592,0.0001804276,0.0001337176,0.00007453306,0.0002365583,0.0005155992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000246017,0.0002288062,0.005860517,0.0004015276,0.00003096808,0.0003637061,0.0001443932,0.0001544261,0.0005524443,0.0053451,0.3923205,0.5943516],"study_design_scores_gemma":[0.000057088,0.00008862503,0.005177632,0.0008367994,0.00003372966,0.002556843,0.0003176016,0.000172139,0.000321567,0.0044742,0.9859373,0.00002645939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005139367,0.01378715,0.002405307,0.01163919,0.003499093,0.0001072384,0.004366279,0.001944814,0.9571114],"genre_scores_gemma":[0.01451064,0.005258073,0.001785211,0.002689902,0.0009737854,0.00008276379,0.00247469,0.0003641605,0.9718609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0910877,"threshold_uncertainty_score":0.1299255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009088667168138916,"score_gpt":0.2346952735169013,"score_spread":0.2256066063487624,"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."}}