{"id":"W4400623341","doi":"10.2196/55921","title":"Preferences Regarding Information Strategies for Digital Mental Health Interventions Among Medical Students: Discrete Choice Experiment","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Heinrich-Heine-Universität Düsseldorf","keywords":"Preprint; Psychological intervention; Mental health; Psychology; Medical education; Applied psychology; Medicine; Computer science; Psychiatry; World Wide Web","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":[0.01035838,0.0007581442,0.001014973,0.0004376906,0.0008179079,0.002073762,0.0007674309,0.001864089,0.008797938],"category_scores_gemma":[0.0157153,0.000615512,0.0009811509,0.0004304129,0.001050613,0.001133735,0.001101628,0.001798914,0.000698995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007343748,"about_ca_system_score_gemma":0.001290624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005560221,"about_ca_topic_score_gemma":0.0006315365,"domain_scores_codex":[0.9948025,0.003047184,0.0005409054,0.0004631027,0.0005869835,0.0005593072],"domain_scores_gemma":[0.9824448,0.01354674,0.00191113,0.0006534181,0.0004167892,0.001027065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1568524,0.4964378,0.1227498,0.002244782,0.0007285383,0.0006890469,0.03046008,0.009960244,0.06402556,0.006324431,0.001638819,0.1078885],"study_design_scores_gemma":[0.04860043,0.5886802,0.2198032,0.0004467015,0.00106912,0.0002207175,0.01318987,0.06812554,0.04190066,0.009573903,0.007780974,0.0006086582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973146,0.00001094777,0.0006697798,0.00004061103,0.0000104447,0.001478549,0.00008847352,0.000005759045,0.0003807669],"genre_scores_gemma":[0.9797712,0.00007482235,0.008797608,0.0001641747,0.0000332903,0.00963476,0.0001207686,0.000004359139,0.001399082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035838,"threshold_uncertainty_score":0.05478102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300890121576111,"score_gpt":0.5737953123370716,"score_spread":0.4437063001794605,"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."}}