{"id":"W2510721632","doi":"10.2196/cancer.5785","title":"Online Social Engagement by Cancer Patients: A Clinic-Based Patient Survey","year":2016,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Social media; Cancer; Medicine; Internet privacy; Family medicine; Psychology; World Wide Web; Computer science; Internal medicine","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":[0.0009415568,0.0001572559,0.0003685045,0.000936455,0.0007622405,0.0009798434,0.0003091116,0.0008286471,0.002011632],"category_scores_gemma":[0.003670285,0.0002747481,0.0003096956,0.001384787,0.000340586,0.0009527698,0.0009259114,0.0008188889,0.0004168838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365203,"about_ca_system_score_gemma":0.0004088499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004127119,"about_ca_topic_score_gemma":0.005590118,"domain_scores_codex":[0.9989411,0.0004153352,0.0001347413,0.0001391601,0.0002219142,0.0001477917],"domain_scores_gemma":[0.9966326,0.0006474172,0.001464583,0.00008869559,0.0003595356,0.0008072588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000573725,0.0002141907,0.9947771,0.00003575924,0.00002248508,0.0001000739,0.001022396,0.00002352675,0.000149527,0.000008072078,0.000581658,0.003007869],"study_design_scores_gemma":[0.00002226291,0.0004646445,0.9941433,0.00002257456,0.00002020069,0.0004638139,0.003625223,0.000192089,0.00007748562,0.00001264473,0.0009428767,0.00001281691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982127,0.0001246839,0.00003636126,0.0002248158,0.000004555062,0.00005969917,0.0006649392,0.00000596469,0.0006663952],"genre_scores_gemma":[0.9988985,0.0001582561,0.00009509501,0.0001971098,0.000009692569,0.00006996182,0.0004097639,0.000002089025,0.0001596058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004127119,"threshold_uncertainty_score":0.008206189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239592527814434,"score_gpt":0.5252228891077021,"score_spread":0.4012636363262587,"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."}}