{"id":"W4237231755","doi":"10.35366/65163","title":"Resúmenes de los Trabajos Libres del 75 Congreso Diamante de Neumología y Cirugía de Tórax (Guadalajara, Jalisco, 2016)","year":2016,"lang":"es","type":"article","venue":"NCT Neumología y Cirugía de Tórax","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Art","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007422556,0.001699256,0.002246803,0.001080354,0.002226222,0.0002121014,0.002232614,0.003711877,0.004455823],"category_scores_gemma":[0.009814715,0.00139783,0.0007701066,0.001104623,0.001660539,0.0008613443,0.000640007,0.00399572,0.002385985],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003423315,"about_ca_system_score_gemma":0.01831827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118692,"about_ca_topic_score_gemma":0.0008114258,"domain_scores_codex":[0.9779878,0.007425067,0.003248614,0.00230086,0.001295875,0.007741797],"domain_scores_gemma":[0.9824815,0.007134944,0.001659812,0.002417717,0.0006449918,0.005661036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001705696,0.001778694,0.4803076,0.003271093,0.0004060873,0.001095347,0.01141053,0.00002178922,0.04901937,0.00497511,0.3749805,0.07102818],"study_design_scores_gemma":[0.009124468,0.001827684,0.6410145,0.007719082,0.0008746831,0.0009935305,0.003631684,0.0009448568,0.008523438,0.01040988,0.3120225,0.002913753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909211,0.006909986,0.002611536,0.06339027,0.005301579,0.003365046,0.0007303416,0.0008618011,0.007618378],"genre_scores_gemma":[0.9281958,0.008874341,0.001568292,0.03583023,0.005224862,0.001303102,0.0001926013,0.0004635177,0.0183473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607069,"threshold_uncertainty_score":0.9995754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215634608285305,"score_gpt":0.4025155165519348,"score_spread":0.3703591704690818,"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."}}