{"id":"W2911505189","doi":"10.2196/11364","title":"The Use of Smart Technology in an Online Community of Patients With Degenerative Cervical Myelopathy","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Department of Health and Social Care; Wellcome Trust","keywords":"Myelopathy; Medicine; Disease; Degenerative disease; Physical therapy; Intensive care medicine; Surgery; Internal medicine; Psychiatry; Spinal cord","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008706777,0.0001926041,0.0003133239,0.002508276,0.001089418,0.001479646,0.0004445418,0.0004979624,0.003207933],"category_scores_gemma":[0.007416029,0.000167149,0.0003724427,0.002343895,0.0004366231,0.001477919,0.001647178,0.0006584994,0.0005352474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006912196,"about_ca_system_score_gemma":0.0007971339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043176,"about_ca_topic_score_gemma":0.01922793,"domain_scores_codex":[0.9988091,0.0003519336,0.0001498103,0.0001875966,0.0003183405,0.0001831982],"domain_scores_gemma":[0.9922579,0.001596192,0.00430945,0.0002006837,0.0007494388,0.0008863595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005884308,0.00006887961,0.989716,0.00005826645,0.00002297837,0.0001803485,0.003152142,0.00002410208,0.0000798501,0.00003306765,0.0006548063,0.005950758],"study_design_scores_gemma":[0.000006344658,0.0001179459,0.986777,0.00008662767,0.0000248112,0.0007358491,0.01034545,0.0002930101,0.00005808407,0.00006242807,0.001472286,0.0000201201],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978107,0.0001982454,0.00005257029,0.0001907005,0.000005995313,0.00002942187,0.0008290893,0.000007242591,0.000876227],"genre_scores_gemma":[0.9986638,0.0002239187,0.0001534037,0.0000941701,0.0000157418,0.00003794072,0.0005061785,0.000004306279,0.0003005544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043176,"threshold_uncertainty_score":0.02074212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021449750637592,"score_gpt":0.3869984741735458,"score_spread":0.2848534991097866,"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."}}