{"id":"W3087621133","doi":"10.1007/s12664-019-00998-9","title":"Voluntary perioperative colorectal cancer registry from Kerala—An initial overview","year":2020,"lang":"en","type":"article","venue":"Indian Journal of Gastroenterology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Perioperative; Cancer registry; Internal medicine; Demographics; General surgery; Colorectal surgery; Stoma (medicine); Cancer; Surgery; Abdominal surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009134151,0.0002301824,0.0007775482,0.0000834758,0.0000545036,0.00002370892,0.0002127185,0.0001194997,0.002116481],"category_scores_gemma":[0.00007388586,0.0001887194,0.0002429545,0.000116475,0.0001810762,0.0002184277,0.0000616973,0.0006216343,0.00002134072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410124,"about_ca_system_score_gemma":0.0003151165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001930677,"about_ca_topic_score_gemma":0.0003958868,"domain_scores_codex":[0.9982775,0.0002406291,0.0005578429,0.0002754866,0.0002960739,0.0003524194],"domain_scores_gemma":[0.9985639,0.00004542199,0.0003811164,0.0001267843,0.0001945029,0.0006882279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02505613,0.0003056431,0.9529653,0.0000347472,0.0008481602,0.01024124,0.003701416,0.00003337647,0.002642488,0.000003644824,0.0008564122,0.003311398],"study_design_scores_gemma":[0.0125084,0.03232811,0.9434497,0.0002907425,0.0004761367,0.004222498,0.0007044118,0.0001106796,0.001838203,0.00003583307,0.003850348,0.0001849514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889605,0.0007571571,0.00003228143,0.009223781,0.0005317287,0.0001965057,0.0001531541,0.00001729622,0.0001276101],"genre_scores_gemma":[0.9898134,0.0002425183,0.0005706198,0.007807314,0.001471331,0.00001455518,0.000038363,0.00002867225,0.00001319445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03202247,"threshold_uncertainty_score":0.9987957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735794492477703,"score_gpt":0.326299439663789,"score_spread":0.288941494739012,"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."}}