{"id":"W4312996215","doi":"10.2196/38822","title":"Understanding Lay Counselor Perspectives on Mobile Phone Supervision in Kenya: Qualitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Mobile phone; Phone; Thematic analysis; Psychology; Supervisor; Applied psychology; Mental health; Qualitative research; Mobile technology; Medical education; Nursing; Mobile device; Medicine; Computer science; 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":[0.006352383,0.000418285,0.000616873,0.001248711,0.01194147,0.003278737,0.001188788,0.001249345,0.003398216],"category_scores_gemma":[0.008461439,0.000583826,0.0002148644,0.00142448,0.005476305,0.002886988,0.003077322,0.002391238,0.0002722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006430085,"about_ca_system_score_gemma":0.007919529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03010675,"about_ca_topic_score_gemma":0.06372553,"domain_scores_codex":[0.9954001,0.00310643,0.0001484417,0.0002199817,0.0003678061,0.0007571834],"domain_scores_gemma":[0.9948362,0.003136766,0.0006398514,0.00008679497,0.0004512545,0.0008491664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001534361,0.00003354509,0.003459115,0.0001109998,0.00000227317,0.0009504239,0.991291,0.00001279199,0.0006276058,0.0004648372,0.0004043581,0.002627708],"study_design_scores_gemma":[0.000001567017,0.00001594062,0.001528255,0.0001617686,0.000001964113,0.0001368719,0.994831,0.00002588401,0.00009279176,0.00004948502,0.003150144,0.000004325038],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896973,0.001046485,0.00076104,0.002601004,0.00002861811,0.0001902723,0.00009623517,0.00001035393,0.005568652],"genre_scores_gemma":[0.9950048,0.001295844,0.0006438797,0.0008284232,0.00001172663,0.0001656004,0.00004365573,0.00001199202,0.001994094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03010675,"threshold_uncertainty_score":0.05986303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3000449353895968,"score_gpt":0.568422146470249,"score_spread":0.2683772110806522,"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."}}