{"id":"W2806415162","doi":"10.7748/ns.22.32.33.s45","title":"Isabel Menzies Lyth","year":2008,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Anxiety; Psychology; World War II; Psychoanalysis; Political science; Sociology; Psychiatry; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000367164,0.00007021768,0.0001883123,0.00002815602,0.001640551,0.000006151984,0.00009717288,0.00007362445,0.0000604096],"category_scores_gemma":[0.0004062552,0.00006122082,0.00005216577,0.0001052772,0.001149483,0.00006902911,0.000008084339,0.00009540333,0.00003377204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809432,"about_ca_system_score_gemma":0.0001195953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109214,"about_ca_topic_score_gemma":0.0002015534,"domain_scores_codex":[0.9990463,0.0001250566,0.0001184887,0.0001558259,0.0002453714,0.0003089021],"domain_scores_gemma":[0.999591,0.0001303504,0.0000362176,0.00008491879,0.00007314095,0.00008440269],"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":[0.00008371562,0.00008749129,0.01243007,0.000004059398,0.00003604693,0.00002101205,0.1502632,0.000005521543,0.00004684681,0.1103954,0.6768957,0.04973092],"study_design_scores_gemma":[0.0001639068,0.00005800658,0.002124819,0.00002472227,0.00001111662,0.000002377313,0.002346523,0.00000295349,0.00002904048,0.01449398,0.9806303,0.00011229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1063081,0.003853778,0.006287951,0.0291512,0.002161653,0.0001691248,0.00001788731,0.0003675435,0.8516827],"genre_scores_gemma":[0.9816359,0.0006870791,0.001762113,0.000531389,0.0004234018,0.000005823453,0.00000111343,0.000008386959,0.01494478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8753278,"threshold_uncertainty_score":0.9996592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0951393224186434,"score_gpt":0.3846324225189093,"score_spread":0.2894931001002659,"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."}}