{"id":"W4406510541","doi":"10.1016/j.ysur.2015.03.035","title":"10.1016/j.ysur.2015.03.035","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumothorax; Randomized controlled trial; Line (geometry); 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":[0.0007094584,0.0009991713,0.0005195903,0.001594231,0.0009237833,0.002444033,0.0008356188,0.002898973,0.8659145],"category_scores_gemma":[0.001607197,0.0003708772,0.0005626319,0.0006661054,0.0007736304,0.002126461,0.001172778,0.001384035,0.7954093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952513,"about_ca_system_score_gemma":0.001137962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036538,"about_ca_topic_score_gemma":0.001813503,"domain_scores_codex":[0.9997357,0.00002218474,0.00002561079,0.0000708409,0.00007341769,0.00007226127],"domain_scores_gemma":[0.9990951,0.0001428023,0.0001472107,0.00005022404,0.0001866859,0.0003780915],"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":[0.0003999464,0.0003606247,0.01130276,0.0007069187,0.00005062805,0.0008296715,0.0001962333,0.000304566,0.001153862,0.006010335,0.2659008,0.7127836],"study_design_scores_gemma":[0.00008547818,0.0002109887,0.01292542,0.001463697,0.00006756801,0.00697304,0.0006082124,0.0004666572,0.0008045784,0.007616477,0.9687297,0.00004823814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01400234,0.0232341,0.004232566,0.013982,0.004599293,0.000171495,0.005286847,0.00257593,0.9319155],"genre_scores_gemma":[0.0414082,0.009133434,0.003274259,0.003475612,0.00157946,0.0001293324,0.003308766,0.000431271,0.9372598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1340855,"threshold_uncertainty_score":0.1912566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008976214971694407,"score_gpt":0.2059523613461812,"score_spread":0.1969761463744868,"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."}}