{"id":"W4254207669","doi":"10.2310/7070.2004.0053a","title":"Associate Members","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00283507,0.0006769412,0.0006703802,0.002331005,0.002170595,0.003342063,0.001006559,0.002927752,0.5207516],"category_scores_gemma":[0.007085195,0.0003179641,0.0004980967,0.001030548,0.0003901989,0.001481952,0.002041499,0.001719405,0.3942967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102564,"about_ca_system_score_gemma":0.00331606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044068,"about_ca_topic_score_gemma":0.003184511,"domain_scores_codex":[0.9983419,0.0001812002,0.00007641051,0.0002833839,0.0008282682,0.0002887151],"domain_scores_gemma":[0.9843742,0.0007920088,0.0004861864,0.0006471879,0.006830021,0.006870401],"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":[0.0001173381,0.0001026793,0.0006699376,0.00009848108,0.000005339533,0.00009480321,0.00003976135,0.00006601751,0.0007427282,0.001118901,0.9137506,0.08319339],"study_design_scores_gemma":[0.00002449236,0.00005107101,0.001511725,0.00004140541,0.000009279759,0.0001210535,0.0001650496,0.0001878943,0.0003082459,0.000636773,0.996936,0.000007057043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007697406,0.005407969,0.006874771,0.07390206,0.107819,0.001115014,0.003429653,0.001377873,0.7923763],"genre_scores_gemma":[0.004425596,0.0009573289,0.0006875531,0.003113482,0.006420847,0.0001635783,0.0005268099,0.00009038711,0.9836144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5207516,"threshold_uncertainty_score":0.6835897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912107174736484,"score_gpt":0.2145800144874052,"score_spread":0.1854589427400404,"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."}}