{"id":"W4312965234","doi":"10.2196/37839","title":"Exploring the Acceptability, Feasibility, and Effectiveness of a Digital Parenting Program to Improve Parental Well-being After the Christchurch Earthquakes: Cluster-Randomized Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canterbury District Health Board; Cure Kids","keywords":"Randomized controlled trial; Mental health; Medicine; Cluster randomised controlled trial; Intervention (counseling); Cluster (spacecraft); Confidence interval; Family medicine; Psychology; Psychiatry","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":[0.006380332,0.001733384,0.003012239,0.000743032,0.001146111,0.001480381,0.001548142,0.002657254,0.009826571],"category_scores_gemma":[0.009225064,0.001040508,0.002907144,0.0006685895,0.001638617,0.001591159,0.001303695,0.003070172,0.0009310818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733243,"about_ca_system_score_gemma":0.003202203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004602002,"about_ca_topic_score_gemma":0.0062273,"domain_scores_codex":[0.9956173,0.002411561,0.0004024593,0.0006834933,0.0003654211,0.0005198395],"domain_scores_gemma":[0.9954453,0.002143288,0.0008177542,0.0003890423,0.0004237645,0.000780971],"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":[0.9248634,0.04491933,0.001566327,0.002991995,0.002040909,0.00005504575,0.0003726211,0.0005770724,0.0009407532,0.0001978728,0.0006692982,0.02080541],"study_design_scores_gemma":[0.8568434,0.1364197,0.00307234,0.0002643669,0.001141229,0.0000187671,0.0001749391,0.0005731411,0.0004269125,0.0002669167,0.0007701215,0.00002808373],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188784,0.002266815,0.001322841,0.0006516202,0.0007845323,0.07239599,0.0009967079,0.0001783755,0.002524669],"genre_scores_gemma":[0.9025896,0.001319931,0.006744666,0.0006480201,0.00034205,0.08558248,0.0003664982,0.00002673836,0.002380047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009826571,"threshold_uncertainty_score":0.03374285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289657374988796,"score_gpt":0.473926562875666,"score_spread":0.3449608253767865,"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."}}