{"id":"W6920346691","doi":"10.60692/17shr-xet84","title":"Bienvenida, Organización Panamericana de Gastroenterología","year":2023,"lang":"es","type":"article","venue":"Greater South Information System","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Anglo American (Canada)","funders":"","keywords":"Context (archaeology); Statistical analysis; Process (computing)","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":[],"category_scores_codex":[0.003565593,0.0003337042,0.0003535918,0.001953917,0.001410217,0.003098143,0.0005151778,0.001170115,0.02625653],"category_scores_gemma":[0.007255108,0.0001811462,0.0004259094,0.003500234,0.001155003,0.001528618,0.002210605,0.002423245,0.003245764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622591,"about_ca_system_score_gemma":0.01049836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02524581,"about_ca_topic_score_gemma":0.03692311,"domain_scores_codex":[0.9973321,0.0009406807,0.0001515838,0.0003608146,0.0007654576,0.0004493904],"domain_scores_gemma":[0.9933336,0.000967471,0.0009954411,0.000497849,0.002275766,0.001929818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003249323,0.0002261285,0.09337434,0.001297105,0.0001912495,0.0003353266,0.001547603,0.0002133955,0.003206242,0.08004355,0.3308109,0.4884292],"study_design_scores_gemma":[0.00003711789,0.00007838442,0.1141648,0.0007277419,0.00006540774,0.000505613,0.001037554,0.0002147124,0.0004694632,0.005570263,0.8770976,0.00003131353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07231385,0.07603969,0.01004408,0.2841206,0.01020768,0.0003198501,0.005966123,0.0009275476,0.5400605],"genre_scores_gemma":[0.6463044,0.09538726,0.02501304,0.06303883,0.01115465,0.0005624249,0.007477289,0.0004395498,0.1506226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9737435,"threshold_uncertainty_score":0.08783686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760943889412622,"score_gpt":0.3370806486438743,"score_spread":0.2794712097497481,"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."}}