{"id":"W2070049547","doi":"10.1089/jwh.2009.1751","title":"Evaluation of Methods and Costs Associated with Recruiting Healthy Women Volunteers to a Study of Ovulation","year":2010,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute; University of British Columbia","keywords":"Observational study; Medicine; Financial compensation; Task (project management); Family medicine; Medical education; Demography; Compensation (psychology); Psychology; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1318018,0.00008886388,0.0007145191,0.0003635868,0.00007680429,0.000008990745,0.0001024729,0.0001321686,0.00005475077],"category_scores_gemma":[0.04993903,0.00006742873,0.00002959078,0.0005169937,0.00007429216,0.00007810053,0.00004127143,0.00155659,2.703845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007397,"about_ca_system_score_gemma":0.003602961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998649,"about_ca_topic_score_gemma":0.000542489,"domain_scores_codex":[0.993463,0.002030385,0.001437482,0.000177912,0.002477576,0.0004136441],"domain_scores_gemma":[0.9879336,0.004993383,0.001460631,0.0002436721,0.004625765,0.0007429421],"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":[0.007350852,0.004462173,0.3167131,0.0008309038,0.00108989,0.000009127443,0.1722077,0.0002210726,0.01096276,0.0002840768,0.00005659622,0.4858118],"study_design_scores_gemma":[0.01430249,0.0607347,0.8642526,0.001355198,0.0001538426,0.00004432897,0.05421088,0.001885416,0.0003086189,0.002574753,0.00005031829,0.0001268069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995688,0.00007706942,0.0002582992,0.002761384,0.0001169198,0.0009998865,0.000002192501,0.000004108456,0.00009219917],"genre_scores_gemma":[0.9893041,0.00007595794,0.01006167,0.0004264702,0.00007573954,0.00002082284,6.396769e-7,0.00001630128,0.00001832454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5475395,"threshold_uncertainty_score":0.9580637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5058930080127935,"score_gpt":0.664902575549103,"score_spread":0.1590095675363096,"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."}}