{"id":"W4403976436","doi":"10.1080/07481187.2024.2420882","title":"Validity of the TGI-SR+ in Francophone populations: Insights from Quebec and Belgium","year":2024,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canadian Institutes of Health Research","keywords":"French; Psychology; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008843098,0.00009851026,0.0001962122,0.00005432483,0.00009231358,0.000007176404,0.00006067644,0.000045138,0.00003066143],"category_scores_gemma":[0.00001756593,0.00006409676,0.00003471571,0.0001833015,0.00007764626,0.00004217905,0.00007687105,0.0001078473,0.00002160875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005706154,"about_ca_system_score_gemma":0.00002323763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02355834,"about_ca_topic_score_gemma":0.05247552,"domain_scores_codex":[0.9992331,0.00009884736,0.0002284218,0.0002098431,0.0001008204,0.0001289294],"domain_scores_gemma":[0.9995898,0.0001439439,0.00004252841,0.000179478,0.00001942915,0.0000248083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004581932,0.0002873341,0.8586361,0.000406643,0.0002497914,0.00003144775,0.08180777,0.000001705873,0.0003358133,0.04341153,0.01008736,0.004698734],"study_design_scores_gemma":[0.0003192139,0.00004224608,0.9789457,0.0002114845,0.00002054479,9.715789e-7,0.005333168,0.000004660778,0.0001479171,0.01209474,0.002813372,0.00006600253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656495,0.02935098,0.00001011573,0.0004235532,0.002893775,0.0002294053,0.00004293791,0.00002286697,0.001376887],"genre_scores_gemma":[0.997834,0.0007212508,0.00005580529,0.0001908392,0.0001336955,0.00004222414,0.00000815013,0.000008132862,0.001005919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203096,"threshold_uncertainty_score":0.9829439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093436730946454,"score_gpt":0.3911434578484057,"score_spread":0.2817997847537602,"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."}}