{"id":"W2616116514","doi":"10.1111/hex.12541","title":"Identifying preferred format and source of exercise information in persons with multiple sclerosis that can be delivered by health‐care providers","year":2017,"lang":"en","type":"article","venue":"Health Expectations","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Multiple Sclerosis Society; National Multiple Sclerosis Society","keywords":"Thematic analysis; Health care; Medicine; Health promotion; Population; Promotion (chess); Family medicine; MEDLINE; Qualitative research; Nursing; Psychology; Public health","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":[0.0001361558,0.000164434,0.0004295134,0.0002744949,0.001068534,0.0001003372,0.0001207707,0.00005115765,0.000005686757],"category_scores_gemma":[0.0002765631,0.0001450383,0.0000425606,0.0001317509,0.0001997536,0.0008327161,0.00008606934,0.0002013546,0.000001498586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447422,"about_ca_system_score_gemma":0.000461782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558962,"about_ca_topic_score_gemma":0.009999574,"domain_scores_codex":[0.9983448,0.00006342807,0.0004503065,0.0002113767,0.0004735564,0.000456582],"domain_scores_gemma":[0.9985118,0.0001063566,0.0004911151,0.0003891528,0.000203685,0.0002978912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006311971,0.0001854301,0.1603151,0.005104793,0.00008303864,8.392522e-7,0.7692966,0.00004445628,0.0003896873,0.000008360023,0.01025604,0.05368447],"study_design_scores_gemma":[0.00694623,0.0004929774,0.4696673,0.00252685,0.00002321676,0.000004042233,0.5164204,0.002513699,0.0006796521,0.000001788531,0.000527638,0.0001962316],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637549,0.008480533,0.001012221,0.02091027,0.00006610477,0.005004818,0.0004849008,0.0001052608,0.0001809988],"genre_scores_gemma":[0.9939471,0.00207502,0.002982898,0.0002960594,0.000008468206,0.0004063844,0.0002353451,0.00001814198,0.00003053623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3093522,"threshold_uncertainty_score":0.9909657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070504051040943,"score_gpt":0.3522931384950685,"score_spread":0.2452427333909743,"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."}}