{"id":"W4406564832","doi":"10.1016/j.ypdi.2015.01.027","title":"10.1016/j.ypdi.2015.01.027","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Acetylcysteine; Exacerbation; COPD; Copd exacerbation; Intensive care medicine; Environmental health; Internal medicine; Acute exacerbation of chronic obstructive pulmonary disease","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":[0.0007056668,0.0009614552,0.0005590087,0.001658229,0.001004186,0.003417349,0.001053219,0.00338825,0.8947076],"category_scores_gemma":[0.001781135,0.000406798,0.0005036955,0.0008241005,0.0008020607,0.002403769,0.001363486,0.001660538,0.8657698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008704972,"about_ca_system_score_gemma":0.001294503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983302,"about_ca_topic_score_gemma":0.001878456,"domain_scores_codex":[0.9997005,0.00002568692,0.00002424037,0.00008481369,0.00008352387,0.00008119038],"domain_scores_gemma":[0.9989406,0.0001585007,0.0001226037,0.00006635823,0.0002172537,0.0004945989],"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":[0.0002701526,0.0002250224,0.005933177,0.0004341681,0.00003292457,0.0004367297,0.0001546963,0.0001590535,0.0006324459,0.005445397,0.3872397,0.5990366],"study_design_scores_gemma":[0.00006011268,0.0000924615,0.005111881,0.0008753858,0.00003489232,0.002853713,0.0003286045,0.0001827354,0.0003507489,0.004849076,0.9852338,0.00002655891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005658708,0.01610552,0.002733508,0.01326673,0.003911296,0.0001176656,0.004393223,0.00193078,0.9518826],"genre_scores_gemma":[0.01813324,0.006268436,0.002036157,0.00312461,0.001175259,0.00009741315,0.002650401,0.0003569951,0.9661574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1052924,"threshold_uncertainty_score":0.1501868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009812912010009632,"score_gpt":0.2442821841377291,"score_spread":0.2344692721277195,"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."}}