{"id":"W3128772464","doi":"10.2196/25834","title":"Improving Mood Through Community Connection and Resources Using an Interactive Digital Platform: Development and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mood; Usability; Digital health; Descriptive statistics; Thematic analysis; Psychology; Clinical psychology; Applied psychology; Medicine; Health care; Computer science; Qualitative research; Statistics","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":[0.008228992,0.0005889382,0.0006102787,0.001072721,0.0008836047,0.001362843,0.0005868924,0.0005749782,0.00177717],"category_scores_gemma":[0.01150231,0.0003578103,0.0008425343,0.0004939046,0.0007012282,0.0009858842,0.001669888,0.0006132526,0.0003138046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855075,"about_ca_system_score_gemma":0.0008987953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000868707,"about_ca_topic_score_gemma":0.002205804,"domain_scores_codex":[0.9975092,0.001459063,0.000177177,0.0002344036,0.0003661739,0.0002539876],"domain_scores_gemma":[0.9923174,0.005006463,0.0003836241,0.0003904421,0.001003798,0.0008982224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003948045,0.04293729,0.1994804,0.004818001,0.0004533445,0.002376745,0.1777995,0.001144414,0.03083098,0.0006851862,0.00511961,0.5304065],"study_design_scores_gemma":[0.003589082,0.1317347,0.6915945,0.001265547,0.001051191,0.002751634,0.1180843,0.008639276,0.01414893,0.0008112934,0.02589796,0.0004316117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975096,0.00005991135,0.0006214867,0.000050993,0.000009901143,0.0009542728,0.00004280491,0.00002650384,0.0007244886],"genre_scores_gemma":[0.9842625,0.0002822034,0.01146298,0.0001306895,0.00003089207,0.002615561,0.0001358967,0.0000281275,0.001051285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008228992,"threshold_uncertainty_score":0.04351956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180822449221101,"score_gpt":0.4528283178903463,"score_spread":0.3347460729682363,"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."}}