{"id":"W1994107488","doi":"10.1136/ebn.12.4.124","title":"Women who coped successfully with progressive MS learned to confront their diagnosis and live with its unpredictable changesCommentary","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Coping (psychology); Feeling; Anxiety; Progressive disease; Psychology; Disease; Medicine; Clinical psychology; Psychiatry; Social psychology; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006728573,0.0009604819,0.001624957,0.0006066348,0.000478136,0.0003053824,0.0004245829,0.0004203122,0.0003932044],"category_scores_gemma":[0.0004959513,0.0006402508,0.0000998835,0.0006240614,0.0007147916,0.0004685481,0.0001124589,0.001999338,0.00002403684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727871,"about_ca_system_score_gemma":0.0007692616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003299837,"about_ca_topic_score_gemma":0.00006590646,"domain_scores_codex":[0.9942077,0.0005276061,0.0004743524,0.001423556,0.001681947,0.00168484],"domain_scores_gemma":[0.9960833,0.001365298,0.0003589108,0.0008103673,0.0007452747,0.0006368211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006030119,0.0004526964,0.02665646,0.002236049,0.0008975593,0.00190585,0.01328452,0.00004797234,0.000221774,4.03214e-7,0.8691624,0.07910421],"study_design_scores_gemma":[0.01855006,0.05726601,0.111992,0.4742603,0.002006425,0.0002890129,0.01287761,0.001034693,0.01463466,0.00002217889,0.3028576,0.00420947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.117361,0.01657703,0.00006997537,0.8594711,0.0001226251,0.005793144,0.0001441772,0.0002005733,0.000260372],"genre_scores_gemma":[0.2133263,0.007267979,0.002691385,0.7612985,0.005566228,0.007077391,0.000491256,0.000435003,0.001845953],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5663048,"threshold_uncertainty_score":0.9996049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09217902191495421,"score_gpt":0.3326209013881806,"score_spread":0.2404418794732264,"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."}}