{"id":"W7098063519","doi":"","title":"DATABASE n ng v","year":2016,"lang":"en","type":"article","venue":"","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Information system; Cohort study; Confidentiality; Health data","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001631108,0.001034323,0.002652612,0.007460347,0.0009018118,0.006136786,0.002587947,0.002252755,0.8191973],"category_scores_gemma":[0.02259524,0.0008055994,0.0008605739,0.008307729,0.0004780664,0.003192017,0.003881822,0.001592226,0.6339464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418784,"about_ca_system_score_gemma":0.002699241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006474041,"about_ca_topic_score_gemma":0.006622679,"domain_scores_codex":[0.9988025,0.0002411924,0.0002769576,0.0003478352,0.0002351058,0.00009629969],"domain_scores_gemma":[0.9949818,0.002269456,0.0003762562,0.0009755965,0.0008925369,0.0005044055],"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":[0.0002034254,0.00002034761,0.001004604,0.003397766,0.00007704658,0.00007339921,0.00008022595,0.0001309943,0.0002238104,0.003928476,0.9403691,0.05049078],"study_design_scores_gemma":[0.0001349629,0.00001348794,0.001219662,0.001228127,0.0000435909,0.0001082912,0.00006219693,0.0002596922,0.0002768916,0.00337078,0.9932562,0.00002617269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002065655,0.001083644,0.001494789,0.001032462,0.0002351013,0.0001793707,0.9483684,0.004143205,0.04325641],"genre_scores_gemma":[0.007354608,0.003494411,0.007121151,0.002283701,0.0003624318,0.001705937,0.9117817,0.00394125,0.0619549],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1808027,"threshold_uncertainty_score":0.257893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174980935205399,"score_gpt":0.2507532361257055,"score_spread":0.2332551426051656,"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."}}