{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01583609,0.001803574,0.01216925,0.004823625,0.0007398052,0.00472652,0.002256997,0.002329082,0.004894304],"category_scores_gemma":[0.0522801,0.001142088,0.02170612,0.005914312,0.0007903493,0.002997498,0.001864139,0.00235182,0.0003951819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003628584,"about_ca_system_score_gemma":0.007830364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006043218,"about_ca_topic_score_gemma":0.01460144,"domain_scores_codex":[0.991509,0.003884128,0.002619428,0.0005534486,0.001168272,0.0002657356],"domain_scores_gemma":[0.9678103,0.02510348,0.004052758,0.0006217255,0.002003162,0.0004084947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001704408,0.0001421055,0.0008286497,0.8363263,0.09341327,0.00005130185,0.0002646805,0.0001849912,0.0001512165,0.0002119736,0.0006512119,0.06606988],"study_design_scores_gemma":[0.001725891,0.001259924,0.00404328,0.4980199,0.4862581,0.0001283672,0.0003298676,0.0001995764,0.0003806647,0.0004568699,0.007150442,0.00004701166],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003226889,0.9945132,0.0003222548,0.0003770971,0.0001572392,0.0007749719,0.0002237356,0.00002071197,0.0003839773],"genre_scores_gemma":[0.04460298,0.9501299,0.001673463,0.0009135875,0.0001459255,0.002071236,0.0002614992,0.00001856491,0.0001828034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01583609,"threshold_uncertainty_score":0.08375025,"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."}}