{"id":"W2504062948","doi":"10.1177/0022167815594546","title":"Recruitment for Psychiatric Treatment Trials","year":2015,"lang":"en","type":"article","venue":"Journal of Humanistic Psychology","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Euphemism; Transparency (behavior); Humanism; Psychology; Psychotherapist; Quality (philosophy); Engineering ethics; Psychiatry; Law; Political science; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2352093,0.001306645,0.002031341,0.004216217,0.008032569,0.0110284,0.004815483,0.01097068,0.05961234],"category_scores_gemma":[0.3242881,0.00207365,0.002172708,0.00251612,0.004156603,0.006544509,0.01189436,0.0109259,0.0324899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003150855,"about_ca_system_score_gemma":0.02416249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085882,"about_ca_topic_score_gemma":0.0007870395,"domain_scores_codex":[0.6376004,0.3175844,0.01624207,0.005485284,0.0178613,0.00522655],"domain_scores_gemma":[0.7673014,0.1178032,0.01565586,0.05022679,0.02426206,0.02475078],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006427206,0.002488269,0.005241781,0.007279326,0.0002876957,0.002686995,0.01648945,0.000981103,0.002237364,0.114322,0.2600535,0.5815054],"study_design_scores_gemma":[0.007972199,0.005490149,0.003387193,0.009876738,0.0001256509,0.002816163,0.007576453,0.002044398,0.001416109,0.08055048,0.8785266,0.0002177474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.01948846,0.01218177,0.1323943,0.09239618,0.03347693,0.5601874,0.001803322,0.0009563506,0.1471152],"genre_scores_gemma":[0.0795183,0.007555775,0.1862251,0.07592697,0.01241279,0.594734,0.001286785,0.0004692018,0.04187119],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7647907,"threshold_uncertainty_score":0.943123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5567826648641585,"score_gpt":0.5452956822794157,"score_spread":0.01148698258474279,"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."}}