{"id":"W4233149489","doi":"10.1515/iupac.87.0701","title":"Ventriculo-Atrial Shunt","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Relation (database); Computer science; Psychology; Chemistry; Linguistics; Philosophy; Data mining; Organic chemistry","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":[0.0007063181,0.0008925927,0.001648804,0.002548496,0.0005269814,0.00192824,0.00113216,0.00101664,0.05454726],"category_scores_gemma":[0.008885835,0.0003160799,0.00150836,0.003667329,0.0002718665,0.001441017,0.001092782,0.001847203,0.0282963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007779144,"about_ca_system_score_gemma":0.002021042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622095,"about_ca_topic_score_gemma":0.00846558,"domain_scores_codex":[0.9988992,0.0001211599,0.0004204471,0.0002987832,0.0001609639,0.00009932024],"domain_scores_gemma":[0.9955166,0.001587761,0.00115622,0.0008061542,0.0006676752,0.0002656121],"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":[0.0009769492,0.0000407685,0.01587844,0.005669873,0.0004100911,0.0004888955,0.00004095188,0.0006057094,0.0002333306,0.001924453,0.93958,0.03415049],"study_design_scores_gemma":[0.001239946,0.00008571543,0.03675666,0.006401433,0.0003786303,0.002776592,0.0001400853,0.0008885221,0.000637627,0.007149403,0.9434474,0.00009783634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001346391,0.001457782,0.0003955101,0.0002158219,0.0001141671,0.0001035422,0.9891165,0.0003104384,0.006939871],"genre_scores_gemma":[0.006452505,0.001541067,0.0007564696,0.0004119244,0.0001041127,0.0003047835,0.988058,0.0001006493,0.002270592],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05454726,"threshold_uncertainty_score":0.1824788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232745702023995,"score_gpt":0.3983028371297599,"score_spread":0.3859753801095199,"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."}}