{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007691515,0.0001750737,0.0004697808,0.00020305,0.000238198,0.0000150944,0.0002111035,0.0001762678,0.002278611],"category_scores_gemma":[0.0001919864,0.0001158496,0.00009881618,0.0008878013,0.00006995829,0.0005732117,0.00008906324,0.000327498,0.00002179974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005053038,"about_ca_system_score_gemma":0.0006733391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555393,"about_ca_topic_score_gemma":0.00125016,"domain_scores_codex":[0.997125,0.0002932659,0.001550282,0.0002730568,0.0003444031,0.0004139863],"domain_scores_gemma":[0.9967489,0.0002395199,0.0008990704,0.0004142653,0.001464461,0.0002337841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003924344,0.00008720135,0.9601827,0.0004888152,0.0001755563,1.192129e-7,0.01537466,0.00002333863,0.00001925411,0.00001190975,0.01757351,0.005670503],"study_design_scores_gemma":[0.001248294,0.00004498444,0.921832,0.000304131,0.0001915848,3.002275e-8,0.004773326,0.006677948,0.00006228307,0.000007534375,0.06465855,0.0001993207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930327,0.0008773115,0.0001236814,0.001102683,0.000641192,0.001194784,0.001541066,0.00005535314,0.001431223],"genre_scores_gemma":[0.9886072,0.0001698831,0.0001105277,0.006490836,0.0001299292,0.002440287,0.0002569011,0.00001455078,0.001779867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04708504,"threshold_uncertainty_score":0.9986334,"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."}}