{"id":"W4210897199","doi":"10.2196/27642","title":"Therapist-Assisted Web-Based Intervention for Prolonged Grief Disorder After Cancer Bereavement: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grief; Somatization; Complicated grief; Intervention (counseling); Randomized controlled trial; Mental health; Clinical psychology; Traumatic grief; Psychology; Anxiety; Psychiatry; Medicine; Psychotherapist; Internal medicine","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":[0.002135972,0.001373685,0.004224264,0.001006131,0.0007398137,0.0012664,0.00119939,0.002757007,0.0113233],"category_scores_gemma":[0.003302681,0.0006078479,0.002343388,0.0009567291,0.001045239,0.0008932856,0.0006984963,0.002282095,0.0008623929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084483,"about_ca_system_score_gemma":0.002186851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781876,"about_ca_topic_score_gemma":0.004991168,"domain_scores_codex":[0.9985233,0.0007831248,0.0001636134,0.0002222316,0.0001407722,0.000166927],"domain_scores_gemma":[0.998719,0.0005206408,0.0002742659,0.0000837666,0.0001039838,0.0002983393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9468893,0.01818662,0.0003602338,0.005694318,0.002349256,0.00005386328,0.0000830927,0.0001902261,0.0006545301,0.0001309791,0.0006864945,0.02472111],"study_design_scores_gemma":[0.9738371,0.02404384,0.0006636517,0.0002303223,0.0006238443,0.000009978387,0.00002824432,0.0001571646,0.00009357852,0.00005866872,0.0002471567,0.000006507485],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008808,0.0256708,0.002506383,0.001512162,0.003009307,0.05941346,0.002355481,0.0005959914,0.00405555],"genre_scores_gemma":[0.9027637,0.01140569,0.006363537,0.001766195,0.001153959,0.07182962,0.0007590498,0.00003410334,0.003924196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113233,"threshold_uncertainty_score":0.03788024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080243744433104,"score_gpt":0.3771430433713496,"score_spread":0.3563406059270186,"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."}}