{"id":"W2316787746","doi":"10.1097/01.ede.0000417172.54162.ab","title":"P-169","year":2012,"lang":"war","type":"article","venue":"Epidemiology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1172961,0.0004674835,0.00349174,0.000454282,0.0003452858,0.00002258927,0.0005744383,0.0008938471,0.006245889],"category_scores_gemma":[0.06956336,0.0006212172,0.0004405049,0.0002629735,0.0003241612,0.001069457,0.0001925899,0.0006644648,0.06855306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009830383,"about_ca_system_score_gemma":0.000186385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409913,"about_ca_topic_score_gemma":0.00005504898,"domain_scores_codex":[0.9804848,0.004844073,0.01131599,0.001004743,0.00006747873,0.002282948],"domain_scores_gemma":[0.9740515,0.01757422,0.006106224,0.001267484,0.00006387269,0.0009367578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008674228,0.0001168702,0.3835433,0.0002010111,0.0001092961,4.06022e-7,0.001141732,0.0000456768,3.975884e-7,0.3501537,0.2644207,0.0002581906],"study_design_scores_gemma":[0.0005302775,0.00009636916,0.2151075,0.00006250702,0.00002034535,0.00002330954,0.0005306549,0.001787236,0.000001153065,0.03780635,0.743467,0.0005673461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1617068,0.2005793,0.026113,0.5284164,0.02474653,0.001891443,0.001068789,0.0002327454,0.05524496],"genre_scores_gemma":[0.7520224,0.004005773,0.01555126,0.2034354,0.01160722,0.0002194333,0.0001766527,0.0001492718,0.01283249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5903156,"threshold_uncertainty_score":0.9996239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7312636522421844,"score_gpt":0.5434693108898585,"score_spread":0.1877943413523259,"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."}}