{"id":"W4247415927","doi":"10.1515/iupac.88.0888","title":"Hernia, Hiatal","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Relation (database); Medicine; Computer science; Linguistics; Data mining; Philosophy","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":[0.0007756607,0.0008527085,0.001100519,0.003762276,0.0004653814,0.00155325,0.001179792,0.0009731353,0.09156262],"category_scores_gemma":[0.01170704,0.0003471602,0.00148473,0.005813334,0.0004105379,0.00182583,0.001225084,0.001257317,0.02409652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007569441,"about_ca_system_score_gemma":0.002020251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008218534,"about_ca_topic_score_gemma":0.01709929,"domain_scores_codex":[0.9987875,0.0001768728,0.0004801032,0.0002908329,0.000177764,0.00008705299],"domain_scores_gemma":[0.9957339,0.001326005,0.001490998,0.0005989514,0.0006207368,0.0002294204],"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":[0.0004085671,0.00002326885,0.01057032,0.01608759,0.0003021227,0.0001590283,0.00006067765,0.0002805676,0.0001526824,0.001752233,0.9415523,0.02865051],"study_design_scores_gemma":[0.0005082387,0.00006162726,0.04061618,0.01240001,0.0003687433,0.001646844,0.0002695997,0.0002000177,0.0002040739,0.004114807,0.9395459,0.00006394058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006578215,0.002763,0.0002119867,0.0002213812,0.0001283034,0.00009849726,0.9920574,0.000113675,0.00374798],"genre_scores_gemma":[0.005424626,0.004155934,0.001150729,0.0007488208,0.0001358613,0.000494535,0.9846356,0.00008252601,0.003171358],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09156262,"threshold_uncertainty_score":0.3063075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282500835895673,"score_gpt":0.4515677784122014,"score_spread":0.4287427700532446,"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."}}