{"id":"W4225473659","doi":"","title":"","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"European Commission","keywords":"Medicine; Cohort; Psychopathology; Cohort study; Psychiatry; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01226982,0.000673203,0.001018088,0.002053621,0.00100511,0.002367244,0.001668758,0.0009588877,0.04748663],"category_scores_gemma":[0.02648084,0.0004694945,0.0008566966,0.003349185,0.0008029508,0.001382164,0.00460628,0.001097617,0.01772659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847349,"about_ca_system_score_gemma":0.008834966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02002843,"about_ca_topic_score_gemma":0.0134551,"domain_scores_codex":[0.9941115,0.002239622,0.0006883759,0.001130923,0.001421382,0.0004081698],"domain_scores_gemma":[0.987614,0.002800674,0.002009615,0.002054331,0.004352452,0.00116894],"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":[0.001393361,0.0001790192,0.0850764,0.00864425,0.000515511,0.0005441939,0.003756492,0.0006783265,0.001602895,0.0175909,0.5075448,0.3724739],"study_design_scores_gemma":[0.0001390574,0.0002094619,0.1481444,0.004279249,0.0002539034,0.0004972146,0.0006972777,0.0004088065,0.0008237251,0.00531609,0.8391739,0.00005702858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.09518494,0.01780045,0.03808975,0.02322738,0.002328146,0.004877274,0.649864,0.00271787,0.1659101],"genre_scores_gemma":[0.3018892,0.01412549,0.04992203,0.01270595,0.001285921,0.01449949,0.4896682,0.001398836,0.114505],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9525134,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09931871104173727,"score_gpt":0.3335989115552325,"score_spread":0.2342802005134952,"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."}}