{"id":"W4414112029","doi":"10.3390/curroncol32090505","title":"Participants’ Perceptions of Advantages and Drawbacks of “Drop-In” Versus “Closed-Group” Formats Related to Cancer Bereavement Program Delivery","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Grief; Thematic analysis; Attendance; Psychological intervention; Flexibility (engineering); Perception; Cancer; Consistency (knowledge bases)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02737991,0.0003798872,0.0005409007,0.0005782926,0.00327355,0.002561004,0.001090761,0.001204845,0.003574396],"category_scores_gemma":[0.07162619,0.0004450103,0.000549381,0.0005130776,0.002368883,0.00233011,0.003072237,0.001465566,0.0002535458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193921,"about_ca_system_score_gemma":0.002494853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005284313,"about_ca_topic_score_gemma":0.007594605,"domain_scores_codex":[0.9792031,0.01555966,0.0008944311,0.000661194,0.00210851,0.001573167],"domain_scores_gemma":[0.9544806,0.03564596,0.003038864,0.00121879,0.002932062,0.002683648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001163422,0.001080743,0.04272938,0.0005506038,0.00004239736,0.001173889,0.8775134,0.0002551123,0.00570248,0.001211854,0.001083503,0.06749321],"study_design_scores_gemma":[0.0001829283,0.00411434,0.0499376,0.0004354694,0.00008011379,0.001009472,0.9277275,0.001449056,0.003385267,0.0009063433,0.01060721,0.0001647358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950287,0.0001007121,0.002211996,0.000790904,0.00003045723,0.0003413133,0.00003870322,0.00002496338,0.001432128],"genre_scores_gemma":[0.9944704,0.0001678225,0.003195479,0.0003894305,0.00001998184,0.0006421551,0.00003805871,0.00002614502,0.001050447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02737991,"threshold_uncertainty_score":0.1448005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07850299306673979,"score_gpt":0.4992988274064795,"score_spread":0.4207958343397397,"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."}}