{"id":"W2928998475","doi":"10.2196/13999","title":"Googling for Neurological Disorders: From Seeking Health-Related Information to Patient Empowerment, Advocacy, and Open, Public Self-Disclosure in the Neurology 2.0 Era","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Internet privacy; The Internet; Transparency (behavior); Medicine; Paternalism; Public relations; Openness to experience; Taboo; Patient advocacy; Public health; Psychology; Nursing; Political science; MEDLINE; Social psychology; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005721936,0.0003842195,0.0004973754,0.00119691,0.005156721,0.00693056,0.0008442039,0.003941607,0.005598615],"category_scores_gemma":[0.009863985,0.0002266128,0.0004062325,0.0009140301,0.009279303,0.007062825,0.007485571,0.006946275,0.000996219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652782,"about_ca_system_score_gemma":0.009436579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508778,"about_ca_topic_score_gemma":0.01181515,"domain_scores_codex":[0.9951013,0.003175144,0.0001698332,0.0002357122,0.0007282422,0.000589761],"domain_scores_gemma":[0.9942746,0.003126483,0.0003782641,0.0001497631,0.0002870215,0.001783939],"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":[0.000109028,0.0003583861,0.006565006,0.001872428,0.00004156882,0.002581278,0.0712733,0.00007292097,0.0005515906,0.05611845,0.2793525,0.5811035],"study_design_scores_gemma":[0.00008031951,0.0002457086,0.008090736,0.004852093,0.0000442741,0.006009266,0.1049755,0.0001586766,0.0003214702,0.0839099,0.7912181,0.00009402283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02231813,0.0514629,0.001230201,0.8674954,0.003892078,0.0000845843,0.00004565035,0.0001147373,0.05335628],"genre_scores_gemma":[0.4740418,0.1357194,0.008874275,0.3422179,0.007612524,0.0003335846,0.0001624963,0.0001788834,0.0308591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00693056,"threshold_uncertainty_score":0.03026086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387659361577998,"score_gpt":0.3484706558034927,"score_spread":0.3245940621877127,"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."}}