{"id":"W2155388453","doi":"10.2196/mental.4157","title":"Adjustment Disorders Are Uniquely Suited for eHealth Interventions: Concept and Case Study","year":2015,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Distress; Anxiety; Psychiatry; Psychology; eHealth; Adjustment disorders; Intervention (counseling); Conceptualization; Clinical psychology; Stressor; Medicine; Health care","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":[0.002024915,0.0005979716,0.0004360662,0.001477797,0.004850425,0.002622521,0.0009345472,0.002545731,0.003207649],"category_scores_gemma":[0.003626329,0.0003572496,0.0007530054,0.001118418,0.004410432,0.002413003,0.004016578,0.002694678,0.0002915918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003182054,"about_ca_system_score_gemma":0.002313271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656643,"about_ca_topic_score_gemma":0.006002779,"domain_scores_codex":[0.9981109,0.001065678,0.0001159729,0.0001103695,0.0002206807,0.0003763172],"domain_scores_gemma":[0.9989837,0.0005146121,0.0001841657,0.00004982517,0.00005128926,0.0002164074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0005499815,0.00943328,0.1118303,0.002995187,0.0001027771,0.2812569,0.288027,0.0004694147,0.003373918,0.0907445,0.01393903,0.1972777],"study_design_scores_gemma":[0.0004415291,0.00251219,0.06223282,0.003110594,0.000242345,0.3850609,0.424738,0.001601286,0.002116823,0.0222963,0.09541452,0.0002326279],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323528,0.01277756,0.005041619,0.01087206,0.0003830068,0.00192088,0.0000943711,0.00003571785,0.0365219],"genre_scores_gemma":[0.9756835,0.01006983,0.006660128,0.001782189,0.0001650201,0.001111125,0.00004392711,0.00001718213,0.004467002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004850425,"threshold_uncertainty_score":0.0230875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102676358741887,"score_gpt":0.4904842593652194,"score_spread":0.3802166234910307,"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."}}