{"id":"W4406500847","doi":"10.1016/s0084-3873(15)00236-9","title":"10.1016/s0084-3873(15)00236-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonary disease; Pneumothorax; Intensive care medicine; Internal medicine; Surgery","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":[0.001271363,0.003026072,0.001861961,0.002740557,0.002469779,0.003748037,0.003678729,0.006310548,0.9901287],"category_scores_gemma":[0.001788033,0.00103366,0.001662507,0.002097459,0.001958067,0.005128607,0.003471565,0.003066185,0.9923859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042358,"about_ca_system_score_gemma":0.001296145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003730492,"about_ca_topic_score_gemma":0.003614026,"domain_scores_codex":[0.9993159,0.00005200991,0.00005881468,0.0002283942,0.0001863591,0.0001585466],"domain_scores_gemma":[0.9973602,0.0006895704,0.0001510469,0.0002425269,0.0004831731,0.001073485],"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":[0.0004712548,0.0003147739,0.0008965632,0.0006747073,0.00003549177,0.0002883069,0.0001137813,0.0004313959,0.001925202,0.004856744,0.3723404,0.6176513],"study_design_scores_gemma":[0.00008556085,0.0001680484,0.0009246276,0.000382125,0.00001352546,0.0003999157,0.0001436872,0.0002328817,0.0003340992,0.0006397392,0.9966494,0.00002642135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004236761,0.0004403905,0.0005499445,0.0003967547,0.0003467712,0.0001010151,0.0005559987,0.0006837003,0.9965017],"genre_scores_gemma":[0.0005101465,0.0002056931,0.0003610787,0.0002092373,0.00009968376,0.00005707741,0.0003302771,0.0001370503,0.9980896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009871304,"threshold_uncertainty_score":0.01408023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00849676086171994,"score_gpt":0.1936263903003138,"score_spread":0.1851296294385939,"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."}}