{"id":"W7036808536","doi":"","title":"Canadian Society of Surgical Oncology Meeting: May 2, 2008, Delta Chelsea Hotel, Toronto","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Delta; Surgical procedures; Surgical oncology","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":[0.001185006,0.001583797,0.0008714213,0.001713476,0.004250018,0.002953804,0.001230329,0.003021004,0.2843851],"category_scores_gemma":[0.001922864,0.000498073,0.0009138441,0.001654163,0.0008493501,0.0009262087,0.001554559,0.00235044,0.06358146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009236385,"about_ca_system_score_gemma":0.01804294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4237349,"about_ca_topic_score_gemma":0.9031698,"domain_scores_codex":[0.9989991,0.0000593796,0.00003294257,0.00008238617,0.0005145894,0.0003115805],"domain_scores_gemma":[0.9971225,0.00009343043,0.00006603058,0.00003708967,0.001451842,0.001229073],"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":[0.00006439315,0.00001237932,0.0003204174,0.00007368911,0.000009378253,0.00007519124,0.00002575833,0.00007640322,0.0001901949,0.0001476289,0.9880377,0.01096688],"study_design_scores_gemma":[0.00002755824,0.00003726113,0.006191558,0.0001322973,0.00002034356,0.00009248774,0.0002275935,0.0001120757,0.0001497029,0.0001602296,0.9928271,0.00002167953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01863695,0.04558778,0.002337249,0.1428791,0.1664757,0.000996436,0.02080973,0.00159909,0.6006781],"genre_scores_gemma":[0.01674219,0.01299677,0.0009730376,0.002744638,0.006444279,0.00007491562,0.003083552,0.0002122005,0.9567284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5762651,"threshold_uncertainty_score":0.9513629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980765440607623,"score_gpt":0.2327675258573909,"score_spread":0.2129598714513146,"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."}}