{"id":"W4376603056","doi":"10.1177/08445621231171971","title":"Recruitment and Retention Strategies for Parents Experiencing Vulnerability: Lessons from an Online Parenting Program","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Snowball sampling; Vulnerability (computing); Psychosocial; Psychology; Distrust; Attrition; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137419,0.00009737023,0.0001823175,0.0005140197,0.0005140186,0.0002986104,0.0002010321,0.00009003635,0.00008220572],"category_scores_gemma":[0.0001487828,0.00009283172,0.00006348531,0.0003796221,0.0002144319,0.0002418452,0.000008345062,0.0004312892,0.000004403507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812822,"about_ca_system_score_gemma":0.0005571269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004125932,"about_ca_topic_score_gemma":0.01847329,"domain_scores_codex":[0.9981979,0.0003061137,0.000329424,0.0002675148,0.0002651158,0.0006339088],"domain_scores_gemma":[0.9985857,0.0002248437,0.00009277873,0.0002131742,0.0003169708,0.0005665413],"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":[0.000101205,0.0002127023,0.01021422,0.00001477079,0.00005662073,0.0001360297,0.05841005,0.00001395236,0.000376011,0.0008416466,0.002756331,0.9268665],"study_design_scores_gemma":[0.002082489,0.00196463,0.5002452,0.001893053,0.00006321578,0.0001062902,0.452501,0.0006467274,0.000151883,0.03455659,0.005503049,0.0002858961],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953985,0.0006327711,0.00004810134,0.002154613,0.000768017,0.0005261529,0.00006921795,0.00002250655,0.0003801711],"genre_scores_gemma":[0.9988613,0.00001967378,0.0004176975,0.00001708878,0.0004636568,0.00005491174,0.00007596007,0.0000226494,0.00006704896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9265805,"threshold_uncertainty_score":0.999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5742488403690685,"score_gpt":0.5562807269874834,"score_spread":0.0179681133815851,"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."}}