{"id":"W4406418445","doi":"10.1016/j.ysur.2016.03.031","title":"10.1016/j.ysur.2016.03.031","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surveillance, Epidemiology, and End Results; Epidemiology; Cancer; Demography; National database; Database; Oncology; Internal medicine; Cancer registry","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":[0.000779632,0.0007901652,0.0004229697,0.001476218,0.0007209865,0.002217628,0.0007987158,0.00249654,0.8022457],"category_scores_gemma":[0.002030176,0.000320653,0.0005909954,0.0007825542,0.0006004231,0.001810735,0.001217918,0.001366779,0.6287519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009407623,"about_ca_system_score_gemma":0.001407129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498067,"about_ca_topic_score_gemma":0.003397995,"domain_scores_codex":[0.999703,0.00003371676,0.00003417921,0.00006875294,0.00007190729,0.00008844223],"domain_scores_gemma":[0.9990773,0.0001735842,0.0001714399,0.00003648231,0.0001511753,0.0003900541],"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":[0.0005162857,0.0004641555,0.03016274,0.0007465112,0.0000820179,0.0005905362,0.0002033173,0.0003377613,0.0004903357,0.004346705,0.2532718,0.7087879],"study_design_scores_gemma":[0.0001836918,0.0003694529,0.03613785,0.002812398,0.0001654636,0.005587325,0.001165295,0.0007605436,0.0007919689,0.00984602,0.9421109,0.00006915667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03042502,0.03392509,0.003722239,0.02944813,0.005188226,0.0001948648,0.01000799,0.001914773,0.8851736],"genre_scores_gemma":[0.09335237,0.01598879,0.004059074,0.005189196,0.002272273,0.0002011983,0.006258422,0.0005133709,0.8721653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1977543,"threshold_uncertainty_score":0.2820724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008091234541189223,"score_gpt":0.2017773056020823,"score_spread":0.1936860710608931,"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."}}