{"id":"W3145515969","doi":"10.2196/24567","title":"Using Digital Tools to Engage Patients With Psychosis and Their Families in Research: Survey Recruitment and Completion in an Early Psychosis Intervention Program","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Mitacs; Centre for Addiction and Mental Health Foundation","keywords":"Intervention (counseling); Informed consent; Psychosis; Psychology; Medicine; Data collection; Early psychosis; Family medicine; Psychiatry; Internet privacy; Medical education; Alternative medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[],"category_scores_codex":[0.02134514,0.0003300841,0.0003880078,0.001624183,0.002001464,0.001348264,0.0007951409,0.0006411258,0.002966048],"category_scores_gemma":[0.0448162,0.0006155467,0.000602278,0.001248884,0.0009368293,0.001757804,0.003751849,0.001177383,0.000727077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336178,"about_ca_system_score_gemma":0.007949248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442792,"about_ca_topic_score_gemma":0.01054157,"domain_scores_codex":[0.9800484,0.01482037,0.001740865,0.0006356732,0.001219284,0.001535416],"domain_scores_gemma":[0.9799246,0.008560929,0.004708626,0.001432064,0.001976149,0.003397617],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00153531,0.005329744,0.7146298,0.001206971,0.00009860986,0.000638654,0.05997407,0.0002883203,0.0009886876,0.000307406,0.005284907,0.2097175],"study_design_scores_gemma":[0.0008555317,0.008922934,0.8952093,0.001280847,0.000164679,0.001028247,0.07930472,0.001549139,0.001525162,0.0005886586,0.009437842,0.0001329434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931584,0.0001313278,0.001111634,0.0006941225,0.00001217852,0.003115134,0.0004428015,0.00002973556,0.001304757],"genre_scores_gemma":[0.9839196,0.0005425729,0.005419079,0.0005900786,0.00002470773,0.008651211,0.0003625906,0.000009377881,0.0004807471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9786549,"threshold_uncertainty_score":0.1128852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4459196792682637,"score_gpt":0.5448009034768628,"score_spread":0.09888122420859913,"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."}}