{"id":"W202074894","doi":"10.1016/s0197-2456(01)00133-7","title":"Locating Study Subjects","year":2001,"lang":"en","type":"article","venue":"Controlled Clinical Trials","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Outreach; Population; Quarter (Canadian coin); Phone; Medicine; Psychology; Family medicine; Demography; Gerontology; Environmental health; Geography","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","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.03578879,0.0002062887,0.002137785,0.00009674762,0.0001758762,0.00004880923,0.0002524325,0.0002655421,0.004096127],"category_scores_gemma":[0.03237707,0.0001506298,0.0005774302,0.0002642234,0.00005612415,0.00005029296,0.00002277941,0.0003994637,0.00171782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001832119,"about_ca_system_score_gemma":0.0001321275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000179794,"about_ca_topic_score_gemma":0.0003800652,"domain_scores_codex":[0.9857278,0.009128234,0.003817515,0.0005699616,0.0002594356,0.000497042],"domain_scores_gemma":[0.9768867,0.02102931,0.0009160711,0.0006509888,0.0001601421,0.000356739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04856259,0.008610277,0.6264079,0.00001933574,0.001692107,0.0002349111,0.005247923,0.00000901237,0.00001921573,0.007889681,0.0144768,0.2868302],"study_design_scores_gemma":[0.4115351,0.00618571,0.5391222,0.00003685191,0.001051647,0.00002353821,0.00801964,0.0002901143,0.000003886321,0.003628145,0.02944115,0.0006620956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524924,0.001202479,0.0008511511,0.0009581877,0.004538437,0.004709472,0.000004806115,0.000165775,0.03507728],"genre_scores_gemma":[0.9885038,0.00005453033,0.0000632762,0.001593172,0.002887084,0.0004898469,0.000005340341,0.00002393726,0.006378997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3629724,"threshold_uncertainty_score":0.9990594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3719843331827785,"score_gpt":0.5703757485761402,"score_spread":0.1983914153933617,"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."}}