{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001912739,0.0002886701,0.000472987,0.0006995048,0.0007490979,0.0000841996,0.0002944478,0.0004402573,0.0003921459],"category_scores_gemma":[0.0005429878,0.0002529412,0.00009406605,0.001319269,0.000081272,0.0004653771,0.0001271569,0.0006268822,0.03579457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007770499,"about_ca_system_score_gemma":0.001365718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003548371,"about_ca_topic_score_gemma":9.241659e-7,"domain_scores_codex":[0.9956246,0.0007056788,0.00149335,0.0002433602,0.0005299642,0.001403056],"domain_scores_gemma":[0.9972716,0.000059627,0.0007744005,0.0005432829,0.0003418536,0.001009263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008610362,0.000003710963,0.775968,0.003719318,0.00003455999,0.0000058761,0.1998973,0.00001414015,7.366461e-7,0.0001641479,0.0185801,0.001526065],"study_design_scores_gemma":[0.001127597,0.0001783528,0.8165203,0.001069877,0.00005107003,0.00001942711,0.1570876,0.002684746,0.000009062086,0.000001079065,0.02105548,0.0001953729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800662,0.000005056133,0.005057663,0.00558967,0.003731533,0.001179007,0.0003642556,0.0008312897,0.003175325],"genre_scores_gemma":[0.9921995,0.000005087653,0.0001341086,0.005674863,0.000794675,0.0002148708,0.0001864604,0.00003401998,0.0007564156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04280966,"threshold_uncertainty_score":0.9999923,"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."}}