{"id":"W4406467884","doi":"10.1016/s0084-3873(14)00230-2","title":"10.1016/s0084-3873(14)00230-2","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; Pulmonary disease; Antibiotics; Intensive care medicine; Disease; Internal medicine; Microbiology","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":[0.001159927,0.002769086,0.001697815,0.002697292,0.002465839,0.003787105,0.003684359,0.006223082,0.9911081],"category_scores_gemma":[0.001820344,0.001026989,0.001537359,0.002168274,0.001829721,0.004875369,0.003383389,0.002863167,0.9931977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089843,"about_ca_system_score_gemma":0.001414951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356494,"about_ca_topic_score_gemma":0.004178224,"domain_scores_codex":[0.9993504,0.00004684329,0.00005072678,0.0002213409,0.0001844726,0.0001462631],"domain_scores_gemma":[0.9975371,0.0006210288,0.0001361186,0.0002289759,0.0004735572,0.001003177],"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":[0.0003902079,0.0002940881,0.0008258326,0.0005514254,0.00002935882,0.0002280997,0.0001089786,0.0003658457,0.001613787,0.004639053,0.3981907,0.5927626],"study_design_scores_gemma":[0.0000688306,0.0001268841,0.0007843205,0.0003042213,0.00001119,0.0002732708,0.0001247905,0.0001984111,0.0002832367,0.0005105126,0.9972916,0.00002273477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003526718,0.0003411471,0.0004989277,0.0003679195,0.0002887106,0.00008839774,0.0005602997,0.0006801983,0.9968216],"genre_scores_gemma":[0.0003920771,0.0001417001,0.0002769036,0.0001706677,0.00006975306,0.00004536379,0.0002799876,0.0001235598,0.9985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00889194,"threshold_uncertainty_score":0.01268321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009802403427019317,"score_gpt":0.2341255846615859,"score_spread":0.2243231812345666,"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."}}