{"id":"W1985929520","doi":"10.1177/0163278710383561","title":"Implementation of a Panel of Service Users for the Evaluation of Mental Health Outpatient Services","year":2010,"lang":"en","type":"article","venue":"Evaluation & the Health Professions","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Mental Health Association; McGill University; Yale University","keywords":"Mental health; Service (business); Context (archaeology); Medicine; Nursing; Medical education; Psychiatry; Business; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0260702,0.0002472153,0.0005673588,0.0002347349,0.002699183,0.000004081779,0.000482169,0.0002195634,0.001016827],"category_scores_gemma":[0.0006986762,0.0001585167,0.0001373288,0.0007755657,0.0001260802,0.0002374564,0.0001612348,0.0008325411,0.00001457833],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006321804,"about_ca_system_score_gemma":0.009659035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01574241,"about_ca_topic_score_gemma":0.05758538,"domain_scores_codex":[0.9863855,0.007035334,0.002995358,0.0003904915,0.002530289,0.0006629745],"domain_scores_gemma":[0.9853486,0.003083678,0.005381514,0.001012695,0.004987189,0.0001863612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006791018,0.0004012381,0.4379303,0.01071726,0.0002610931,9.742071e-9,0.3926761,0.001039078,0.002289022,0.005774389,0.01063591,0.1375965],"study_design_scores_gemma":[0.004846773,0.0006724868,0.7614496,0.001370773,0.0002140929,5.653596e-7,0.1981436,0.02947874,0.000344792,0.002030947,0.001284844,0.0001628119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8803167,0.0006499858,0.0004292827,0.08844677,0.0046644,0.02447791,0.0009073028,0.00004011464,0.00006752048],"genre_scores_gemma":[0.9894498,0.0001431138,0.0008899714,0.00408817,0.0001530357,0.004643509,0.0005555929,0.00004154904,0.00003523715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3235193,"threshold_uncertainty_score":0.9998964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3779149513275353,"score_gpt":0.586986413016971,"score_spread":0.2090714616894356,"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."}}