{"id":"W4231532302","doi":"10.1111/hpb.12223","title":"Friday, February 21, 2014, 8:00am–9:00am President's Plenary","year":2014,"lang":"en","type":"article","venue":"HPB","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec; University of Calgary","funders":"","keywords":"Medicine; Aeronautics; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002918403,0.002848525,0.002461106,0.001778918,0.007787961,0.008806675,0.001960305,0.01000166,0.609804],"category_scores_gemma":[0.005394974,0.001096955,0.00216523,0.0007432519,0.001113688,0.002703167,0.005765604,0.008996637,0.4334783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225606,"about_ca_system_score_gemma":0.002738516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730569,"about_ca_topic_score_gemma":0.01662752,"domain_scores_codex":[0.9982455,0.000171528,0.00007720304,0.0002755366,0.0005761661,0.0006540921],"domain_scores_gemma":[0.9957023,0.0001620169,0.0001479067,0.0001290428,0.001215506,0.002643191],"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":[0.0001351774,0.00007194673,0.0001333797,0.00004686443,0.000006447532,0.0001093155,0.00001883903,0.00002439977,0.0001680048,0.0002165297,0.9936295,0.005439585],"study_design_scores_gemma":[0.00009661833,0.0002042593,0.002865439,0.0002173604,0.00001220288,0.00008823961,0.0003612812,0.00008967723,0.0001180622,0.0003535561,0.9955633,0.00003011104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003115139,0.006379427,0.000907347,0.1239633,0.4304185,0.001363917,0.003502669,0.003093879,0.4272558],"genre_scores_gemma":[0.003168694,0.001320154,0.0002680218,0.008396763,0.030883,0.0003647509,0.0009609238,0.0003205804,0.954317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.390196,"threshold_uncertainty_score":0.5565672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091404653276414,"score_gpt":0.2498545569370122,"score_spread":0.2389405104042481,"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."}}