{"id":"W4411658855","doi":"10.51847/ustn21b","title":"10.51847/usTN21b","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meniere's disease; Disease; Primary care; Medicine; MENIERE DISEASE; Primary health care; Intensive care medicine; Family medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000189384,0.00006947062,0.0001502048,0.00007258417,0.0000463175,0.00001043717,0.0000725513,0.00005664011,0.9963417],"category_scores_gemma":[0.00005010643,0.00005979335,0.00003974446,0.0001938471,0.00001960988,0.00002648142,0.00001746874,0.0001446836,0.9922333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004713392,"about_ca_system_score_gemma":0.0001253191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009263144,"about_ca_topic_score_gemma":2.023967e-7,"domain_scores_codex":[0.9991595,0.00003164558,0.0001216032,0.0001555454,0.0002272366,0.0003044575],"domain_scores_gemma":[0.999274,0.00003366381,0.000006373085,0.0002589164,0.00006063467,0.0003663891],"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":[0.0001656272,0.00005175812,0.000002893864,0.00002213119,0.000009240714,0.0000470996,0.00001466405,8.432103e-7,0.00007323683,6.440277e-7,0.06862898,0.9309829],"study_design_scores_gemma":[0.0002928886,0.0005239811,0.0005570799,0.00003052749,0.000007832654,0.00003106735,0.000001156278,0.00005594143,0.00004507085,8.114038e-7,0.9983929,0.00006078149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009210831,0.00009193031,2.491558e-7,0.004583477,0.0000010823,0.0002590363,0.000004766865,0.00007104261,0.9857776],"genre_scores_gemma":[0.00237477,0.000001647732,0.00006897056,0.0004799856,0.0002321456,0.00001483815,0.00001420458,0.0000175502,0.9967959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9309221,"threshold_uncertainty_score":0.2438302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960283091582432,"score_gpt":0.3059261505187425,"score_spread":0.2763233196029182,"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."}}