{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03314153,0.0007895299,0.0004255019,0.001026025,0.00480237,0.002559153,0.004106006,0.001582234,0.003570015],"category_scores_gemma":[0.04980672,0.0004585928,0.001106096,0.0006836949,0.001359341,0.003638582,0.005857284,0.002655873,0.0008122819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002335514,"about_ca_system_score_gemma":0.01609284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008660735,"about_ca_topic_score_gemma":0.03500051,"domain_scores_codex":[0.9872689,0.009442896,0.0006251213,0.0003772701,0.001252808,0.001032895],"domain_scores_gemma":[0.9687686,0.01737874,0.001716387,0.001805797,0.003873581,0.006456911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00038855,0.005528014,0.03384677,0.002406543,0.00006950431,0.002553379,0.07656121,0.0005187767,0.001597846,0.001193724,0.02717597,0.8481597],"study_design_scores_gemma":[0.002879732,0.03088416,0.1719472,0.01904703,0.000843108,0.007510048,0.3883068,0.007531567,0.01063868,0.01796868,0.3418427,0.0006003845],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.772634,0.006535283,0.04877219,0.1119824,0.001936534,0.03112618,0.0005726516,0.001111475,0.02532941],"genre_scores_gemma":[0.6310216,0.0134182,0.2918312,0.01381142,0.001261696,0.0404202,0.0006818786,0.000245965,0.007307887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03314153,"threshold_uncertainty_score":0.1752713,"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."}}