{"id":"W4229374007","doi":"10.2196/36255","title":"Web-Based Psychological Interventions for People Living With and Beyond Cancer: Meta-Review of What Works and What Does Not for Maximizing Recruitment, Engagement, and Efficacy","year":2022,"lang":"en","type":"review","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North West Cancer Research","keywords":"Psychological intervention; CINAHL; Psychosocial; PsycINFO; Distress; Medicine; Anxiety; MEDLINE; Intervention (counseling); Clinical psychology; Psychology; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000913999,0.000521166,0.002884119,0.0001880438,0.0001975989,0.0002557441,0.0001408869,0.0001668349,0.001015978],"category_scores_gemma":[0.00009121106,0.0003188357,0.0009183786,0.000271159,0.0001216149,0.0004243542,0.0001380829,0.0004339284,1.142083e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871654,"about_ca_system_score_gemma":0.0002304538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006973694,"about_ca_topic_score_gemma":0.002346042,"domain_scores_codex":[0.9975978,0.0002474759,0.0007149264,0.0008332798,0.0002650193,0.0003414805],"domain_scores_gemma":[0.9974514,0.001215437,0.0006420675,0.0004037268,0.0001183603,0.000169044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001235317,0.00009466265,0.00003273128,0.214086,0.001304058,0.000001219049,0.0003018289,2.841273e-7,5.523599e-7,0.00001111606,0.0003406343,0.7837033],"study_design_scores_gemma":[0.001441175,0.0005060802,0.00004527915,0.2844144,0.01361699,0.00001088708,0.0009174954,0.000004516904,0.000001285315,0.000003237426,0.6987438,0.0002948328],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002005697,0.9879812,0.0001165652,0.001222153,0.0006593082,0.009370878,0.0003978707,0.00003544069,0.00001604144],"genre_scores_gemma":[0.000141229,0.9486396,0.0004075914,0.001329136,0.0001522794,0.04889573,0.0001565609,0.0000818632,0.000195954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7834085,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2605333984226288,"score_gpt":0.4616729295345322,"score_spread":0.2011395311119034,"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."}}