{"id":"W7017692217","doi":"","title":"Canadian Society of Surgical Oncology Meeting: April 17, 2004, Toronto Eaton Marriott","year":2004,"lang":"en","type":"article","venue":"PubMed Central","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Surgical procedures; Surgical oncology; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001104568,0.001674046,0.0009624313,0.001837489,0.004816411,0.002846448,0.001296163,0.003245098,0.288481],"category_scores_gemma":[0.00185535,0.0006095751,0.000972486,0.001812314,0.0008330838,0.0009906037,0.001563968,0.00293354,0.0720375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069544,"about_ca_system_score_gemma":0.02037438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.489103,"about_ca_topic_score_gemma":0.9105204,"domain_scores_codex":[0.9989466,0.00006853863,0.00002939472,0.000109644,0.0005275171,0.0003182272],"domain_scores_gemma":[0.9977213,0.00008054994,0.00004940773,0.00003327826,0.001456674,0.0006588936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007087932,0.00000700041,0.0001978143,0.00007115152,0.000008160786,0.00007569641,0.00002489973,0.00006753271,0.0001537424,0.000200463,0.9865165,0.01260627],"study_design_scores_gemma":[0.00002010132,0.0000164936,0.002325651,0.0001147386,0.00001760705,0.00006791227,0.0001323033,0.00006822932,0.0001224046,0.0001434492,0.9969558,0.00001541454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009700377,0.07563582,0.002190825,0.1608577,0.1511255,0.000785211,0.0136433,0.001169302,0.5848919],"genre_scores_gemma":[0.006608271,0.01631797,0.0006620303,0.002576275,0.003644394,0.00004978048,0.001639147,0.0001755051,0.9683267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.510897,"threshold_uncertainty_score":0.9725121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108001778897446,"score_gpt":0.2952423379100416,"score_spread":0.284442160020297,"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."}}