{"id":"W7045860689","doi":"","title":"Canadian Society of Surgical Oncology Fifteenth Annual Scientific Meeting: May 1, 2009, Delta Chelsea Hotel, Toronto, Ont","year":2009,"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":"Fifteenth; Delta; Surgical oncology; Surgical procedures","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":[0.0008850241,0.001137045,0.0007521362,0.00184342,0.00343908,0.002407219,0.0008999869,0.002075723,0.2800557],"category_scores_gemma":[0.001719894,0.000441449,0.0006987293,0.001833113,0.0008235164,0.0006214278,0.001110776,0.001756807,0.06430483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009002092,"about_ca_system_score_gemma":0.02441305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4383237,"about_ca_topic_score_gemma":0.8985275,"domain_scores_codex":[0.9991867,0.00003843393,0.00002647818,0.0000581286,0.0004738569,0.0002164792],"domain_scores_gemma":[0.9970613,0.00008756875,0.00004802231,0.0000360197,0.001884847,0.0008822035],"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":[0.00004296367,0.00001424457,0.0002964403,0.00008334182,0.000007626677,0.00004964684,0.00001427135,0.0000633416,0.0001945126,0.0002178675,0.9787682,0.02024754],"study_design_scores_gemma":[0.00002065711,0.00003161285,0.004444944,0.0001075134,0.00001475957,0.00007903419,0.0001045177,0.0000666045,0.0001525467,0.0001607504,0.9948019,0.00001522708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01030152,0.0510831,0.001493477,0.09460624,0.1082041,0.0007156779,0.01490744,0.000858314,0.7178302],"genre_scores_gemma":[0.009884118,0.02348731,0.0007643509,0.001996928,0.003056609,0.00005454022,0.002798197,0.0001516543,0.9578062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5616763,"threshold_uncertainty_score":0.9368796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242291994696475,"score_gpt":0.3071329478381243,"score_spread":0.2947100278911595,"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."}}