{"id":"W4406431856","doi":"10.1016/j.ysur.2016.04.023","title":"10.1016/j.ysur.2016.04.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sternum; Resection; Surgery; Radiology","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":[0.000705698,0.00102731,0.0004975954,0.001629682,0.0009330595,0.002822868,0.000874881,0.003066883,0.8721894],"category_scores_gemma":[0.001811008,0.0003827421,0.0005706246,0.0007977951,0.0007755865,0.002158157,0.001198172,0.00140921,0.8097047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008629971,"about_ca_system_score_gemma":0.001439103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750237,"about_ca_topic_score_gemma":0.002893153,"domain_scores_codex":[0.9997162,0.00002304798,0.00002530379,0.00008127168,0.00007774822,0.00007651139],"domain_scores_gemma":[0.9991413,0.0001592341,0.0001376748,0.00004834711,0.0001726691,0.0003407126],"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":[0.0003172553,0.00027464,0.009656238,0.000569162,0.00004693124,0.0005221808,0.0001739704,0.0003047723,0.0007218902,0.005946855,0.3020813,0.6793848],"study_design_scores_gemma":[0.00006434837,0.0001450672,0.009503904,0.001343152,0.00006271703,0.003803611,0.0005181713,0.0003938563,0.0005350608,0.00631581,0.9772791,0.00003524195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009519251,0.02128992,0.003750003,0.01269519,0.003309521,0.0001327738,0.005547253,0.002229062,0.9415271],"genre_scores_gemma":[0.02911194,0.00866066,0.002784132,0.002807406,0.001016668,0.0001061104,0.003519674,0.0004000226,0.9515935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1278106,"threshold_uncertainty_score":0.1823062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007876936436388125,"score_gpt":0.2058366986679594,"score_spread":0.1979597622315713,"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."}}