{"id":"W3044866728","doi":"10.1111/hex.13109","title":"Is it worth it?: The experiences of persons with multiple sclerosis as they access health care to manage their condition","year":2020,"lang":"en","type":"article","venue":"Health Expectations","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biopsychosocial model; Health care; Psychology; Focus group; Nursing; Medicine; Psychiatry; Business","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":[0.0001220336,0.0002161565,0.0004796203,0.0001553473,0.0009263675,0.0000578675,0.0003055788,0.00003564593,0.0002404043],"category_scores_gemma":[0.0003924684,0.0001354455,0.0001043346,0.000773246,0.0001975647,0.0001729941,0.0001238725,0.0002429841,0.00003761316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913798,"about_ca_system_score_gemma":0.000605902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005722,"about_ca_topic_score_gemma":0.003367482,"domain_scores_codex":[0.9976789,0.0002047241,0.0004694141,0.0004573137,0.0006673241,0.0005223061],"domain_scores_gemma":[0.9980905,0.0003885409,0.0002435341,0.0004043204,0.0003058838,0.0005672126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001710508,0.00008473138,0.003133013,0.0003663874,0.0000830213,0.000001288,0.9661914,0.00004325719,0.00009891256,0.000030784,0.02764687,0.002149312],"study_design_scores_gemma":[0.001004295,0.001229723,0.04639598,0.0003988866,0.00001418299,0.000002329979,0.9462321,0.0002902418,0.0006281071,0.000002481279,0.003676459,0.0001251999],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5771236,0.002507875,0.000584585,0.4140271,0.00008819033,0.0037676,0.0003085135,0.0001109551,0.001481627],"genre_scores_gemma":[0.9665457,0.0006550602,0.0009525228,0.03035802,0.0001096539,0.001204551,0.00008099126,0.00002951382,0.00006397082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3894221,"threshold_uncertainty_score":0.7124964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1892226588254995,"score_gpt":0.4224894859175788,"score_spread":0.2332668270920793,"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."}}