{"id":"W3021244357","doi":"10.2196/17075","title":"Design, Recruitment, and Baseline Characteristics of a Virtual 1-Year Mental Health Study on Behavioral Data and Health Outcomes: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Mental health; Baseline (sea); Medicine; Psychology; Psychiatry; Internal medicine; Biology","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":[0.006937689,0.001043303,0.001151629,0.001498331,0.002612115,0.001533054,0.002039955,0.001424197,0.002923129],"category_scores_gemma":[0.007013214,0.001442137,0.001185641,0.001626461,0.0009498328,0.001609407,0.002715118,0.001872743,0.001101145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783598,"about_ca_system_score_gemma":0.003419466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238378,"about_ca_topic_score_gemma":0.01678254,"domain_scores_codex":[0.9950638,0.002367636,0.0003800174,0.0008602525,0.0006767213,0.000651461],"domain_scores_gemma":[0.9946284,0.0007406613,0.00149935,0.0008673635,0.0007470016,0.001517287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008515348,0.008618046,0.9622882,0.000228101,0.0005558876,0.0005040691,0.001688331,0.0003271046,0.001170626,0.0002297695,0.004992401,0.01088198],"study_design_scores_gemma":[0.00272354,0.01175945,0.9758301,0.0001455662,0.0002611103,0.0004219625,0.002568182,0.001117137,0.0003068409,0.0002747533,0.004502479,0.00008893509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9643584,0.000313567,0.003575695,0.0003669788,0.0001331741,0.01709443,0.01250301,0.00006586357,0.00158888],"genre_scores_gemma":[0.9428836,0.0002228004,0.005317904,0.00125529,0.0001969798,0.04033403,0.008673592,0.0000266863,0.001089162],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01238378,"threshold_uncertainty_score":0.03669041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5732020849524265,"score_gpt":0.5535961987220959,"score_spread":0.01960588623033066,"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."}}