{"id":"W4236592370","doi":"10.2196/preprints.11950","title":"Using Exploratory Trials to Identify Relevant Contexts and Mechanisms in Complex Electronic Health Interventions: Evaluating the Electronic Patient-Reported Outcome Tool (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Context (archaeology); Exploratory research; Intervention (counseling); Psychology; Health care; Outcome (game theory); Medicine; Applied psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3242135,0.001931773,0.002262268,0.001572338,0.001835863,0.004635164,0.002102282,0.004158167,0.00876807],"category_scores_gemma":[0.386654,0.000962257,0.004658843,0.002608119,0.003694739,0.006056534,0.003752338,0.002536856,0.001235357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004209641,"about_ca_system_score_gemma":0.01185352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255165,"about_ca_topic_score_gemma":0.001829133,"domain_scores_codex":[0.5653744,0.3942149,0.02485404,0.003798925,0.009542643,0.00221513],"domain_scores_gemma":[0.4321041,0.4616236,0.04842801,0.02959743,0.02546646,0.002780484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2462533,0.02847115,0.05326027,0.08659326,0.01836778,0.0007792977,0.01399433,0.009341856,0.005804721,0.06368002,0.01731145,0.4561426],"study_design_scores_gemma":[0.2042729,0.4729783,0.05954028,0.0500893,0.0167971,0.0006489542,0.01177341,0.01766555,0.02352991,0.06322066,0.07869639,0.0007871661],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.2439977,0.006946073,0.09899107,0.007277582,0.002880568,0.6183336,0.004461775,0.0005383419,0.01657321],"genre_scores_gemma":[0.3116953,0.00126327,0.1449024,0.0026864,0.0003706254,0.5373369,0.0005941492,0.00006456632,0.00108641],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3242135,"threshold_uncertainty_score":0.833365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4157031452553701,"score_gpt":0.5809440544162491,"score_spread":0.165240909160879,"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."}}