{"id":"W7008449939","doi":"","title":"Canadian Society of Surgical Oncology Sixteenth Annual Scientific Meeting: Apr. 30, 2010, Queen Elizabeth Hotel, Montréal, Que.","year":2010,"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":"Queen (butterfly); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009486945,0.001390866,0.001003992,0.001544452,0.00263367,0.002642109,0.001174996,0.001593181,0.441734],"category_scores_gemma":[0.001737591,0.000462299,0.0007462256,0.001595857,0.000911375,0.0008216324,0.001155687,0.001768195,0.1661147],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006927099,"about_ca_system_score_gemma":0.01565712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3504212,"about_ca_topic_score_gemma":0.7900918,"domain_scores_codex":[0.9993943,0.00003118136,0.0000167922,0.00006108183,0.000342749,0.0001539006],"domain_scores_gemma":[0.9977411,0.00008766524,0.00004047123,0.0000317198,0.001343117,0.0007560507],"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":[0.00008628055,0.00001862186,0.0003348789,0.0001123563,0.00001456891,0.00006683906,0.00001682926,0.00008978177,0.0004744618,0.0002086368,0.9703339,0.02824285],"study_design_scores_gemma":[0.00003677856,0.00004918821,0.005790434,0.0001375655,0.00001714927,0.0001052264,0.0001007244,0.00008800154,0.0003331421,0.0002305068,0.9930856,0.00002559572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007534188,0.06021495,0.001837355,0.06463947,0.04477292,0.0008722575,0.02495122,0.00163624,0.7935413],"genre_scores_gemma":[0.006637225,0.02197205,0.0006127489,0.001219404,0.001799402,0.00005487026,0.003367909,0.000212126,0.9641243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9930729,"threshold_uncertainty_score":0.7962987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009606869409874888,"score_gpt":0.2831723065125853,"score_spread":0.2735654371027104,"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."}}