{"id":"W4226054447","doi":"10.2196/preprints.38493","title":"Evaluating the Utility of a Psychoeducational Serious Game (SPARX) in Protecting Inuit Youth From Depression: Pilot Randomized Controlled Trial (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mood; Intervention (counseling); Randomized controlled trial; Psychology; Depression (economics); Government (linguistics); Psychological resilience; Medicine; Psychiatry; Clinical psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002908581,0.00128733,0.001672243,0.0004728416,0.0009417093,0.001151295,0.001504069,0.001930122,0.009772694],"category_scores_gemma":[0.005317313,0.0005991157,0.002343564,0.0004426607,0.001016648,0.00102951,0.0007279454,0.002105006,0.0006601146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020478,"about_ca_system_score_gemma":0.003769929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328276,"about_ca_topic_score_gemma":0.02178065,"domain_scores_codex":[0.998498,0.0008850601,0.0001570338,0.0001707021,0.000116955,0.0001722694],"domain_scores_gemma":[0.9975179,0.00105357,0.0004662753,0.0001348584,0.0002782054,0.0005491745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8957228,0.05404201,0.001226305,0.004528548,0.001954577,0.00008812724,0.0003735826,0.0004444112,0.001626676,0.0002502797,0.001814826,0.03792791],"study_design_scores_gemma":[0.801484,0.1914813,0.003471066,0.0003037674,0.0009124416,0.00001565217,0.0001953299,0.0005192053,0.0004585402,0.0001597907,0.0009763188,0.00002260629],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049876,0.002174954,0.001099536,0.001206478,0.0009701338,0.08484437,0.001594787,0.000230093,0.002892061],"genre_scores_gemma":[0.8785084,0.002274737,0.00740758,0.001159513,0.0004828419,0.1053635,0.0007362593,0.00002047387,0.004046603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9867172,"threshold_uncertainty_score":0.03269291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013834384160633,"score_gpt":0.4132108706819962,"score_spread":0.311827432265933,"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."}}