{"id":"W4321503999","doi":"10.46747/cfp.690280","title":"Truth about grief","year":2023,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanity; Grief; Narrative; Psychoanalysis; Medicine; History; Psychology; Literature; Art; Philosophy; Psychiatry; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003514999,0.0006634511,0.00112613,0.0008176686,0.001610661,0.00003867283,0.0009225355,0.002172789,0.0001097871],"category_scores_gemma":[0.00006570666,0.0006828,0.0003513797,0.0007237517,0.0001194069,0.000142003,0.0001214404,0.006984598,0.0246938],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00441629,"about_ca_system_score_gemma":0.01933405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.136652,"about_ca_topic_score_gemma":0.08504865,"domain_scores_codex":[0.9941704,0.000516371,0.0008845751,0.0008691918,0.0005408436,0.003018564],"domain_scores_gemma":[0.9961783,0.001007311,0.0003946199,0.001285497,0.0002554892,0.0008788421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002984713,0.000002739617,0.00005516672,0.0006767662,0.00006729595,0.000646746,0.000159084,1.870949e-7,0.000001890654,0.0005343207,0.9920264,0.005826393],"study_design_scores_gemma":[0.0003211269,0.00003321469,0.004887223,0.0003454968,0.00007029413,1.868868e-7,0.0003729838,0.000001888786,3.054902e-7,0.001944488,0.9913635,0.000659252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004780252,0.0005194407,0.000001481606,0.4961333,0.008805448,0.0007452721,0.001782867,0.0003235852,0.4916408],"genre_scores_gemma":[0.00003215122,0.0001753054,0.00001994058,0.9137085,0.02642708,0.0003670264,0.003146568,0.0003328873,0.05579052],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4358503,"threshold_uncertainty_score":0.9996891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06858795680397185,"score_gpt":0.3629798105184472,"score_spread":0.2943918537144754,"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."}}