{"id":"W4361002794","doi":"10.2196/45707","title":"Using Health-Related Social Media to Understand the Experiences of Adults With Lung Cancer in the Era of Immuno-Oncology and Targeted Therapies: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Social media; Lung cancer; Observational study; Disease; Family medicine; Internal medicine; Oncology; Physical therapy; World Wide Web","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":[0.001734057,0.0002738094,0.0006315946,0.001221091,0.001276413,0.00122824,0.000547886,0.0007952803,0.002587076],"category_scores_gemma":[0.006556579,0.0005315515,0.000854151,0.001608396,0.0005676053,0.002013361,0.002416463,0.001540413,0.0005796205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049391,"about_ca_system_score_gemma":0.001230686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323951,"about_ca_topic_score_gemma":0.02031099,"domain_scores_codex":[0.9987043,0.0004049688,0.0002185416,0.0001989085,0.0002054268,0.0002678695],"domain_scores_gemma":[0.9961671,0.001032287,0.001534277,0.0001648302,0.0006008638,0.0005005652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001621838,0.000425335,0.9706632,0.0003765849,0.000102168,0.0002460643,0.02086631,0.00003116472,0.0002425035,0.00009504129,0.001068254,0.005721265],"study_design_scores_gemma":[0.00002552164,0.0003948783,0.9337175,0.0002314049,0.00007197834,0.0003192938,0.06261536,0.0002247733,0.00008040891,0.00006460594,0.002222203,0.00003218887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976721,0.0002292883,0.00006462122,0.0001165336,0.000007986716,0.0001309402,0.001204968,0.000001808041,0.0005716949],"genre_scores_gemma":[0.9976497,0.0003624822,0.0002076122,0.0002296278,0.00001857632,0.0003303139,0.0009063787,0.000004827749,0.0002904518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323951,"threshold_uncertainty_score":0.02632487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2417450299431369,"score_gpt":0.4944316551753399,"score_spread":0.252686625232203,"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."}}