{"id":"W4406394552","doi":"10.1016/j.ysur.2014.03.082","title":"10.1016/j.ysur.2014.03.082","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thoracostomy; Surgery; Randomized controlled trial; Double blind; Cardiothoracic surgery; Placebo; Anesthesia; Pneumothorax; Alternative medicine","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":[0.0007178276,0.001085903,0.000520329,0.001730683,0.0009209641,0.002393477,0.000865531,0.002919359,0.8902626],"category_scores_gemma":[0.001637637,0.0004161643,0.0006134719,0.0007290175,0.0007706837,0.002217323,0.001222829,0.001459645,0.8402148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969277,"about_ca_system_score_gemma":0.001124426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041551,"about_ca_topic_score_gemma":0.001942284,"domain_scores_codex":[0.9997134,0.00002400781,0.00002636659,0.00007763375,0.00008205289,0.00007651468],"domain_scores_gemma":[0.9989956,0.0001681429,0.0001546585,0.00005967408,0.0002107723,0.0004111559],"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":[0.0003352737,0.0003521277,0.008957006,0.0005862952,0.00004539579,0.0006334902,0.0001589418,0.0002731147,0.0009468142,0.005576168,0.2721371,0.7099984],"study_design_scores_gemma":[0.00007926375,0.0001919712,0.01063558,0.001301868,0.00006028649,0.006022883,0.0004819266,0.0004181125,0.0006621797,0.006394002,0.9737076,0.00004422599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0096709,0.01656537,0.00356484,0.009996736,0.003569171,0.0001447408,0.004418282,0.002344641,0.9497254],"genre_scores_gemma":[0.02655872,0.006320614,0.002798263,0.002828805,0.001210925,0.0001064958,0.002733797,0.0004156906,0.9570267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1097374,"threshold_uncertainty_score":0.156527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008186733815750753,"score_gpt":0.1961085400768579,"score_spread":0.1879218062611072,"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."}}