{"id":"W1863764441","doi":"10.2196/cancer.3883","title":"Blog Posting After Lung Cancer Notification: Content Analysis of Blogs Written by Patients or Their Families","year":2015,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Content analysis; The Internet; Lung cancer; Medicine; Anxiety; Social media; Health care; Family medicine; Psychology; Internet privacy; World Wide Web; Social psychology; Computer science; Internal medicine; Psychiatry","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":[0.0009938608,0.0002331263,0.0003313933,0.003346913,0.0005750278,0.0008102325,0.0002266564,0.0003861641,0.001133699],"category_scores_gemma":[0.006407845,0.0001210576,0.0003359096,0.003029073,0.0003616819,0.0007662096,0.0006832969,0.0003149948,0.0003073619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025867,"about_ca_system_score_gemma":0.0004177924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193805,"about_ca_topic_score_gemma":0.002634299,"domain_scores_codex":[0.9993159,0.0002084064,0.0001243219,0.0001070389,0.0001424397,0.0001018584],"domain_scores_gemma":[0.9909747,0.005153622,0.00192489,0.0002958464,0.00129072,0.0003601706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00117488,0.0004897885,0.8143145,0.001536599,0.0001485194,0.001913249,0.04349395,0.0002857065,0.01402226,0.0002023158,0.00544644,0.1169718],"study_design_scores_gemma":[0.0000161144,0.0001420701,0.9668873,0.0001145178,0.00007976761,0.0007486642,0.02520313,0.001141986,0.001759252,0.00008447345,0.003790131,0.00003245969],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964362,0.0001598307,0.0002949171,0.0000816783,0.00002426291,0.0001005129,0.001923894,0.00002469836,0.0009540991],"genre_scores_gemma":[0.9923834,0.0002788311,0.002419657,0.0001086039,0.000047734,0.0002990289,0.003217049,0.00001994394,0.001225846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003346913,"threshold_uncertainty_score":0.005256116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264414459887658,"score_gpt":0.4724595931383242,"score_spread":0.3460181471495584,"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."}}