{"id":"W4389051124","doi":"10.2196/52804","title":"Exploring the Number of Web-Based Behavioral Health Coaching Sessions Associated With Symptom Improvement in Youth: Observational Retrospective Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Coaching; Mental health; Psychological intervention; Depression (economics); Clinical psychology; Psychiatry; Psychology; Medicine; Psychotherapist","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":[0.003587804,0.0002992444,0.0006104483,0.00196333,0.0005293607,0.0007134224,0.000660682,0.0005341928,0.0008098439],"category_scores_gemma":[0.01033478,0.0004525228,0.0009326742,0.002171139,0.0003954643,0.000618942,0.0008017856,0.0007741484,0.0002638424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007286338,"about_ca_system_score_gemma":0.000882439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007638674,"about_ca_topic_score_gemma":0.008823873,"domain_scores_codex":[0.9968513,0.001116731,0.0006987575,0.0004893905,0.0006069926,0.0002369207],"domain_scores_gemma":[0.986393,0.003079128,0.006928224,0.0007433495,0.001925945,0.0009302872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011184,0.00009480461,0.9978827,0.00003373464,0.00006386727,0.00002415836,0.0001858288,0.00003177726,0.00007010294,0.000005704628,0.00008221793,0.001413378],"study_design_scores_gemma":[0.00001231432,0.0003368238,0.9986693,0.00001735549,0.00005517668,0.0001157444,0.0003874017,0.0001629183,0.00009084266,0.00000466457,0.000142861,0.000004669492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973489,0.0002614294,0.000360167,0.00001323236,0.00000387561,0.0001760967,0.001544176,0.00001002341,0.0002820621],"genre_scores_gemma":[0.9969903,0.0002303562,0.0006173209,0.00002858062,0.000009359833,0.0003120324,0.001717292,0.0000065557,0.00008822707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007638674,"threshold_uncertainty_score":0.0189743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3555814067753826,"score_gpt":0.530930757582599,"score_spread":0.1753493508072164,"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."}}