{"id":"W2565739716","doi":"10.2196/iproc.6147","title":"Developing and Implementing an Electronic Patient-Reported Outcomes Measurement Using REDCap in Usual Care Psychiatric Settings","year":2016,"lang":"en","type":"article","venue":"Iproceedings","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychiatric hospital; Health care; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09248028,0.0009177903,0.0008238829,0.003466154,0.0009483069,0.003100227,0.003009435,0.0009648246,0.00416792],"category_scores_gemma":[0.09694548,0.0008890866,0.001418769,0.003364729,0.0008241754,0.003640566,0.003372983,0.001745159,0.001908778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002810502,"about_ca_system_score_gemma":0.007610269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003706953,"about_ca_topic_score_gemma":0.004662192,"domain_scores_codex":[0.9110765,0.05906842,0.01250846,0.005178472,0.01036793,0.001800177],"domain_scores_gemma":[0.8541547,0.06588828,0.01882194,0.0196056,0.03703561,0.004493853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001515692,0.004440989,0.2914328,0.002059817,0.0004339087,0.0001464999,0.003223459,0.003711411,0.003368158,0.002806656,0.0335293,0.6533312],"study_design_scores_gemma":[0.001556395,0.01149661,0.7968176,0.002759953,0.0005768033,0.0006157719,0.007247882,0.04185981,0.03231826,0.005557751,0.09847618,0.0007169292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4107901,0.0008137511,0.410062,0.008465985,0.0008392549,0.07542239,0.04038707,0.01640906,0.03681035],"genre_scores_gemma":[0.3450654,0.0004143241,0.5829632,0.002784478,0.0001970781,0.0522113,0.0138288,0.0004356489,0.002099743],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09248028,"threshold_uncertainty_score":0.4890883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466048874751317,"score_gpt":0.3597042050969477,"score_spread":0.313099317621816,"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."}}