{"id":"W4228997929","doi":"10.18632/aging.204062","title":"Developments in NEW triad research","year":2022,"lang":"en","type":"article","venue":"Aging","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Triad (sociology); Psychology; Psychoanalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0005898596,0.00003180213,0.0000812225,0.0001746964,0.00008296004,0.000002899948,0.00006211729,0.00001135533,0.0002140092],"category_scores_gemma":[0.00007621013,0.00003053521,0.00001356658,0.00035596,0.00001686086,0.00001974928,0.0001885592,0.0003213864,0.00006528374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008355841,"about_ca_system_score_gemma":0.0001825092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001351451,"about_ca_topic_score_gemma":0.00001277906,"domain_scores_codex":[0.9993125,0.0000666506,0.0000906494,0.00012908,0.0002088154,0.0001923207],"domain_scores_gemma":[0.999786,0.00006225868,0.000008550794,0.00008213838,0.00001049322,0.0000506101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004981337,0.000225974,0.2074253,0.00006677988,0.00002962367,0.005150926,0.009266047,0.000009967737,0.03024381,0.005537109,0.01662303,0.7249233],"study_design_scores_gemma":[0.004666506,0.0002640872,0.2657396,0.00005697855,0.000005359933,0.0005851295,0.00208063,0.00004814954,0.002559649,0.003508315,0.7203336,0.0001520377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426702,0.0007375852,0.00002205579,0.004620553,0.0001977848,0.0002263911,9.867406e-7,0.00002908946,0.05149536],"genre_scores_gemma":[0.9822503,0.000007448411,0.0006299639,0.0008614943,0.00004892149,0.00001394259,0.000008006667,0.000006333746,0.01617358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7247713,"threshold_uncertainty_score":0.2343251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163272354082965,"score_gpt":0.397106810965288,"score_spread":0.2807795755569915,"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."}}