{"id":"W4406429191","doi":"10.1016/j.ypdi.2014.01.027","title":"10.1016/j.ypdi.2014.01.027","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; 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":[0.0007413088,0.001004378,0.0005651127,0.001796412,0.00102032,0.003433903,0.001077429,0.003444478,0.9037771],"category_scores_gemma":[0.001901135,0.0004325111,0.0005272251,0.000918867,0.0008243765,0.002446159,0.001448528,0.001739103,0.8773867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008856192,"about_ca_system_score_gemma":0.001304722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065283,"about_ca_topic_score_gemma":0.001967761,"domain_scores_codex":[0.9996787,0.00002779005,0.00002578869,0.00009016841,0.00009204132,0.00008556006],"domain_scores_gemma":[0.9988423,0.0001809554,0.0001344399,0.00007478984,0.0002414768,0.0005261102],"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":[0.0002575642,0.0002293042,0.00554035,0.0004127077,0.0000318898,0.0003775765,0.000147613,0.000158325,0.0006167328,0.005536711,0.3839011,0.6027902],"study_design_scores_gemma":[0.00005702368,0.00008996754,0.004844601,0.0008289684,0.00003381433,0.002631306,0.000304228,0.0001702841,0.000334154,0.00446193,0.9862175,0.00002621413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005206522,0.01461124,0.002673852,0.01208495,0.003670778,0.0001128998,0.00428788,0.001990748,0.9553611],"genre_scores_gemma":[0.0152004,0.00556266,0.00199689,0.002897037,0.00104266,0.0000895937,0.002531479,0.0003738984,0.9703054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09622288,"threshold_uncertainty_score":0.1372502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009077961165235645,"score_gpt":0.2344952546777382,"score_spread":0.2254172935125026,"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."}}