{"id":"W2025329002","doi":"10.1080/15325020600554194","title":"Her Real Story","year":2006,"lang":"en","type":"article","venue":"Journal of Loss and Trauma","topic":"Mental Health via Writing","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grief; Massage; Psychology; Psychotherapist; Psychoanalysis; Social psychology; Medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003631926,0.00005213896,0.0001271051,0.00005246021,0.00006251795,0.00001022768,0.00004674558,0.00004575058,0.0003468536],"category_scores_gemma":[0.000002523056,0.00004302149,0.00003953161,0.00003265037,0.00003552804,0.00005624876,0.000005681155,0.0001974406,0.00001922962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000275568,"about_ca_system_score_gemma":0.00001166285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697171,"about_ca_topic_score_gemma":0.0000243708,"domain_scores_codex":[0.9993623,0.00006075987,0.0002631227,0.00006133334,0.0001091678,0.0001432826],"domain_scores_gemma":[0.999614,0.00005357081,0.00017664,0.00005429752,0.00003022443,0.00007127252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006024457,0.000772297,0.3925688,0.0001532501,0.0001144868,0.002106468,0.002988668,0.000005231394,0.00047864,0.03422963,0.0525554,0.5134247],"study_design_scores_gemma":[0.001419475,0.0003084095,0.9693531,0.00005086953,0.00001560447,0.0008633147,0.0007799073,0.000002307867,0.00004543906,0.001207268,0.02588592,0.00006838898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192299,0.001214519,0.00001970362,0.000490132,0.0004276497,0.00002997604,0.000001656136,0.000004470053,0.07858199],"genre_scores_gemma":[0.9975355,0.00002653174,0.0002806924,0.0001353342,0.000659313,6.75017e-7,3.343399e-7,0.000008069648,0.001353545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5767843,"threshold_uncertainty_score":0.3797804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321523343965377,"score_gpt":0.3545391698548361,"score_spread":0.3213239364151823,"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."}}