{"id":"W4383709917","doi":"10.2196/46649","title":"Digital Outpatient Services for Adults: Development of an Intervention and Protocol for a Multicenter Non–Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Intervention (counseling); Medicine; Physical therapy; Nursing; Alternative medicine; Surgery","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":[0.07878561,0.006449285,0.01070867,0.004335419,0.003848323,0.004761046,0.003289651,0.009241915,0.04351272],"category_scores_gemma":[0.07442248,0.00349107,0.007529618,0.004403715,0.004102815,0.005357645,0.002775973,0.00696556,0.008167539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005302005,"about_ca_system_score_gemma":0.01245067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146315,"about_ca_topic_score_gemma":0.003112776,"domain_scores_codex":[0.9290257,0.05059191,0.00899007,0.003074134,0.005371191,0.002946953],"domain_scores_gemma":[0.9676403,0.01542196,0.00538758,0.004159201,0.005640444,0.001750471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7866812,0.03469452,0.002182752,0.04623364,0.005123139,0.0004859934,0.001453321,0.004026144,0.002778862,0.0092413,0.0186771,0.08842191],"study_design_scores_gemma":[0.9149211,0.03997166,0.002569951,0.005695058,0.001557839,0.00007525166,0.0004365114,0.003632187,0.001315743,0.004490081,0.02517255,0.0001620064],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001375897,0.0001255964,0.001675503,0.000111958,0.0002612815,0.9958203,0.0002961249,0.00005771097,0.0002756253],"genre_scores_gemma":[0.0007197877,0.00003079221,0.001860645,0.00005234381,0.00001629738,0.9972143,0.00002643799,0.00000192793,0.00007745365],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07878561,"threshold_uncertainty_score":0.4166631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2246558054705567,"score_gpt":0.6429188760548492,"score_spread":0.4182630705842925,"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."}}