{"id":"W3192207005","doi":"10.2196/29845","title":"Digital Mental Health and Neurodevelopmental Services: Case-Based Realist Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Psychological intervention; Safeguarding; Medicine; Psychology; Nursing; Internet privacy; Psychiatry; Computer science","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":[0.02136347,0.001117794,0.00118022,0.002011614,0.003163079,0.002474941,0.002671767,0.002749535,0.007211219],"category_scores_gemma":[0.02854619,0.0008894281,0.001584116,0.001859188,0.00231015,0.002181328,0.003791429,0.001427022,0.000846823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01188209,"about_ca_system_score_gemma":0.01094675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243279,"about_ca_topic_score_gemma":0.02621558,"domain_scores_codex":[0.9770696,0.01727082,0.001565079,0.0008092248,0.001856506,0.001428846],"domain_scores_gemma":[0.9771374,0.01305592,0.00275388,0.001684363,0.003699691,0.001668744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.04325815,0.3259766,0.1222282,0.02035643,0.001862261,0.01571254,0.08031789,0.01547232,0.004893038,0.006647342,0.01040758,0.3528678],"study_design_scores_gemma":[0.0779999,0.4378923,0.2098998,0.01218598,0.003240897,0.01164598,0.1599647,0.0170369,0.009698289,0.005249562,0.05429767,0.0008881853],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533684,0.001182114,0.001921334,0.0006781977,0.00006421655,0.03750254,0.001125038,0.00002786275,0.004130229],"genre_scores_gemma":[0.9296209,0.003174087,0.01710581,0.0007069248,0.0001533403,0.04597177,0.001232067,0.00002224357,0.002012867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02136347,"threshold_uncertainty_score":0.1129822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201777105793278,"score_gpt":0.4860493310646718,"score_spread":0.3658716204853439,"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."}}