{"id":"W4251581014","doi":"10.1515/iupac.87.0445","title":"Neuroleptic","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Electroconvulsive Therapy Studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002815357,0.0005405966,0.001075549,0.0002700683,0.0001006409,0.0000195518,0.0002519504,0.0002998045,0.002931345],"category_scores_gemma":[0.0006428617,0.000367462,0.0002566359,0.0001921847,0.0002213681,0.00004100324,0.0001296127,0.0007181782,0.0000112298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432233,"about_ca_system_score_gemma":0.000810854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002720692,"about_ca_topic_score_gemma":0.0001730163,"domain_scores_codex":[0.9971918,0.00007327995,0.000453926,0.000577053,0.001116653,0.0005872335],"domain_scores_gemma":[0.9977212,0.0001278511,0.0002212987,0.001000084,0.0007147408,0.0002148528],"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":[0.0007519384,0.0002260679,0.00002827387,0.0002315053,0.0004331197,0.0003623681,0.000007953522,3.027953e-8,0.0002907092,0.000002492791,0.9948237,0.002841841],"study_design_scores_gemma":[0.002426193,0.001679467,0.0001537622,0.0005780708,0.0004874942,0.0001546504,0.000008445877,3.839078e-7,0.0001148102,0.00008001606,0.9939618,0.0003549628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003800658,0.003008147,0.00002362101,0.004796556,0.0004675848,0.0005903956,0.9905137,0.0001193924,0.0001005063],"genre_scores_gemma":[0.00003245933,0.005037706,0.00002272074,0.00291575,0.001731943,0.00003093817,0.988419,0.00007591613,0.001733587],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.002920115,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137574677859991,"score_gpt":0.4178912096449638,"score_spread":0.4041337418589647,"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."}}