{"id":"W2142567551","doi":"10.2196/resprot.2806","title":"Analysis of Internet Usage Among Cancer Patients in a County Hospital Setting: A Quality Improvement Initiative","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Medicine; Internet access; Family medicine; Commission; Population; World Wide Web; Business; Environmental health; Computer science","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":[0.004265759,0.0002232716,0.0003088594,0.001936389,0.0006765769,0.0009756521,0.000688933,0.0004641279,0.0006127552],"category_scores_gemma":[0.009707028,0.0002802812,0.0005047816,0.00313239,0.0003812203,0.0008243251,0.001240602,0.0006793753,0.0001231949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951625,"about_ca_system_score_gemma":0.001805352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0202074,"about_ca_topic_score_gemma":0.02539493,"domain_scores_codex":[0.9973168,0.001196208,0.000360527,0.0002474682,0.0005903366,0.0002887532],"domain_scores_gemma":[0.987376,0.002605986,0.005305165,0.0005466608,0.002276031,0.001890155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006348213,0.000157688,0.9961746,0.00002426994,0.00003049807,0.00002481924,0.000416411,0.00005347506,0.00006603169,0.000007162284,0.0002502396,0.002731361],"study_design_scores_gemma":[0.00001283039,0.000168233,0.9987809,0.000006987681,0.00001325759,0.00002793766,0.0006020934,0.0001618055,0.00004707986,0.000003428837,0.0001723212,0.000003098541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990166,0.00006089848,0.00007288566,0.000133065,0.000002677392,0.00006710751,0.0003563404,0.000006561304,0.0002839221],"genre_scores_gemma":[0.9984601,0.00008331901,0.0003775443,0.00008028131,0.000008518964,0.0001109769,0.000779698,0.000002472468,0.00009696621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202074,"threshold_uncertainty_score":0.04017955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2116561909709831,"score_gpt":0.6302916602213465,"score_spread":0.4186354692503634,"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."}}