{"id":"W4250261830","doi":"10.1515/iupac.87.0099","title":"Bipolar Disorder","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Bipolar Disorder and Treatment","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); Psychology; Computer science; 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":[0.0004804417,0.0008582997,0.001168707,0.0016625,0.0006515724,0.001296312,0.0009598731,0.0008419285,0.06170555],"category_scores_gemma":[0.005253419,0.0003108155,0.001222788,0.003677592,0.0001667553,0.0008089878,0.0008380233,0.001134889,0.02895062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152373,"about_ca_system_score_gemma":0.001535692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965732,"about_ca_topic_score_gemma":0.04872428,"domain_scores_codex":[0.9993363,0.00008835088,0.000211008,0.0001755419,0.0001128978,0.00007589574],"domain_scores_gemma":[0.9985425,0.0002776624,0.0004231255,0.000203743,0.0004344748,0.0001184322],"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":[0.0004467414,0.00002534053,0.009561522,0.002059243,0.0001505203,0.00008577597,0.00003845259,0.0001381626,0.0000724274,0.0006210147,0.9716876,0.01511327],"study_design_scores_gemma":[0.001385206,0.00007124378,0.1073449,0.004628243,0.000397346,0.001040244,0.0002401911,0.0005486531,0.0002790387,0.004093256,0.8798869,0.00008477765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001003838,0.0007579737,0.0001153917,0.0002270921,0.00007395052,0.00007154929,0.992611,0.0001202251,0.005018922],"genre_scores_gemma":[0.004333791,0.001030055,0.0004900377,0.000532572,0.00006479979,0.0003696659,0.9900796,0.00004695225,0.003052515],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06170555,"threshold_uncertainty_score":0.2064257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119675116473776,"score_gpt":0.3836480457654338,"score_spread":0.3716805341180562,"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."}}