{"id":"W2327350723","doi":"10.1097/01.hj.0000369566.06550.2d","title":"Research center takes a long-term approach to providing patient benefit","year":2010,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Center (category theory); Medicine; Physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00626708,0.0001092041,0.0002003703,0.0002728049,0.0006395728,0.0001564293,0.0002619834,0.0000934797,0.0001389237],"category_scores_gemma":[0.009854004,0.00005941401,0.00007212275,0.0003372571,0.0001297035,0.00008885945,0.000123492,0.003669971,0.0001213729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959361,"about_ca_system_score_gemma":0.001607705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005831763,"about_ca_topic_score_gemma":0.00001554219,"domain_scores_codex":[0.9961788,0.000153234,0.0003170962,0.0001903504,0.001661841,0.001498667],"domain_scores_gemma":[0.9934853,0.0002492207,0.00004473575,0.0003719999,0.0003829887,0.005465804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002054631,0.002160276,0.1133896,0.0007618438,0.0001425224,0.0006627237,0.01336619,0.00001764853,0.04892245,0.001045619,0.05279537,0.7646812],"study_design_scores_gemma":[0.007503414,0.006582138,0.7425187,0.002727188,0.00006557583,0.02048631,0.002959365,0.001082324,0.0104374,0.0007514144,0.2042819,0.0006042669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622013,0.00007599956,0.0003211103,0.02529559,0.0003356638,0.0008197538,0.00000130738,0.0000230602,0.01092622],"genre_scores_gemma":[0.9930874,0.00003850179,0.001363282,0.00334571,0.001231708,0.00003186372,0.000001828428,0.00002586242,0.0008738078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7640769,"threshold_uncertainty_score":0.9986286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2924777750612584,"score_gpt":0.4712846027272828,"score_spread":0.1788068276660243,"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."}}