{"id":"W2023705483","doi":"10.1007/bf03239964","title":"2005 SSAT/ASCRS Joint Symposium What's New in the Management of Anal Disease?","year":2006,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00286206,0.000573705,0.0008750762,0.0009930468,0.0008357498,0.002087058,0.0007271122,0.003870647,0.01267797],"category_scores_gemma":[0.005166457,0.0002849433,0.000990699,0.0007468402,0.0009871611,0.001987239,0.0007042348,0.004546531,0.003649732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165071,"about_ca_system_score_gemma":0.001651783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355245,"about_ca_topic_score_gemma":0.01472266,"domain_scores_codex":[0.9989647,0.0003697514,0.0001550291,0.00007360944,0.0003165461,0.0001204],"domain_scores_gemma":[0.9964779,0.0007205097,0.0002987314,0.00008668851,0.001380171,0.001035974],"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":[0.0005183885,0.0001711653,0.004589268,0.00149154,0.000178895,0.0011935,0.0001601369,0.0003688718,0.0006270641,0.001309207,0.5841774,0.4052146],"study_design_scores_gemma":[0.0001362417,0.000344458,0.009691233,0.00311664,0.0001881355,0.004441368,0.0004808758,0.0002710953,0.0002598008,0.001832528,0.9791865,0.00005099037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005923638,0.3372685,0.001209236,0.530925,0.0999836,0.00003295512,0.0001534665,0.0000897182,0.02441392],"genre_scores_gemma":[0.05707046,0.5124003,0.005311895,0.1486163,0.2297098,0.00008198392,0.0004736838,0.00008247215,0.04625306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01267797,"threshold_uncertainty_score":0.04241204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183146811447929,"score_gpt":0.2337826166916976,"score_spread":0.2119511485772183,"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."}}