{"id":"W4207034503","doi":"10.2196/19379","title":"Comparing Survivors of Cancer in Population-Based Samples With Those in Online Cancer Communities: Cross-sectional Questionnaire Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; The Internet; Population; Cancer; Family medicine; Internet users; Demography; Internal medicine; Environmental health; 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":[0.001670521,0.0002294912,0.0004189656,0.001572607,0.0006741266,0.0007761742,0.0004694859,0.0007112428,0.001574335],"category_scores_gemma":[0.004313885,0.0003934238,0.0005190342,0.002059365,0.0004052507,0.001208408,0.0008620412,0.0007646111,0.0003016735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874944,"about_ca_system_score_gemma":0.0003198662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936999,"about_ca_topic_score_gemma":0.006324236,"domain_scores_codex":[0.9987776,0.0003593194,0.0002237724,0.0002123133,0.0002786468,0.0001484936],"domain_scores_gemma":[0.9969445,0.0006008772,0.001413579,0.0001250878,0.0004142211,0.0005017688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001972708,0.00009493549,0.9985839,0.00001869159,0.00002985373,0.00003306042,0.0005781992,0.000008128386,0.00007947005,0.000007316333,0.00005538484,0.0004914065],"study_design_scores_gemma":[0.000004222596,0.0001651592,0.9966228,0.000009003318,0.00001514319,0.0001228908,0.002829476,0.00005736334,0.00002472084,0.000007382629,0.0001377881,0.000003975844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993832,0.00005630769,0.00005210919,0.00002870813,0.00000371433,0.00004389092,0.0002449606,0.000001367441,0.0001857241],"genre_scores_gemma":[0.9990942,0.00009324498,0.0001146182,0.00008471643,0.00000647133,0.00008782005,0.0004079473,0.000001335545,0.0001096267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005936999,"threshold_uncertainty_score":0.01180488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407250245675517,"score_gpt":0.5191683719024918,"score_spread":0.37844334733494,"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."}}