{"id":"W2106470082","doi":"10.1377/hlthaff.2012.0774","title":"Reviewing Hypothetical Migraine Studies Using Funding Criteria From The Patient-Centered Outcomes Research Institute","year":2012,"lang":"en","type":"article","venue":"Health Affairs","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Observational study; Comparative effectiveness research; Outcomes research; Relevance (law); Randomized controlled trial; Patient-centered outcomes; Medicine; MEDLINE; Alternative medicine; Psychology; Family medicine; Medical education; Nursing; Surgery","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","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03349315,0.0002506445,0.00133251,0.0002657896,0.001047925,0.0001084603,0.000357353,0.0001080013,0.000215023],"category_scores_gemma":[0.01143274,0.0002265479,0.0001751197,0.0003469927,0.0002669202,0.0007861347,0.0002198837,0.0004294241,0.001048596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514195,"about_ca_system_score_gemma":0.0002231089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002138995,"about_ca_topic_score_gemma":0.0004179943,"domain_scores_codex":[0.9922698,0.00161281,0.004005981,0.0005481779,0.000238478,0.001324795],"domain_scores_gemma":[0.994096,0.003081375,0.001417652,0.0007999583,0.0001225615,0.0004824133],"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":[0.0001208527,0.0006471582,0.4873121,0.002863664,0.0006406272,0.000004024632,0.1338971,0.00005213388,0.000009050254,0.1307684,0.239908,0.003776918],"study_design_scores_gemma":[0.002001643,0.0004743194,0.0625592,0.00241277,0.00003074839,0.00002082671,0.1023923,0.002595042,0.000006219289,0.01627083,0.8101674,0.001068698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5842251,0.1508113,0.001011425,0.2530679,0.006011001,0.00252046,0.0005154248,0.0001181088,0.001719383],"genre_scores_gemma":[0.9754505,0.001779929,0.006256163,0.01529772,0.0009484497,0.0001134568,0.00003214855,0.00004777315,0.00007387577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5702594,"threshold_uncertainty_score":0.9997292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8390536553877647,"score_gpt":0.5891562318885615,"score_spread":0.2498974234992032,"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."}}