{"id":"W4285346972","doi":"10.2196/34264","title":"Assessing Information Available for Health Professionals and Potential Participants on Lung Cancer Screening Program Websites: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Lung cancer; Health professionals; Medicine; Lung cancer screening; Family medicine; Environmental health; Psychology; Gerontology; Health care; Oncology; Pathology; Political science","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":[0.005802089,0.0002987894,0.0005324701,0.002022306,0.001051987,0.001647319,0.0006884421,0.00131646,0.002921304],"category_scores_gemma":[0.0169177,0.0006789523,0.0009182486,0.001656861,0.0005109503,0.001946699,0.001477614,0.001313806,0.0007741466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412512,"about_ca_system_score_gemma":0.0008070151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004725724,"about_ca_topic_score_gemma":0.006633866,"domain_scores_codex":[0.9958737,0.001309801,0.0007714462,0.0005308494,0.001089762,0.0004244911],"domain_scores_gemma":[0.9799092,0.007072433,0.007960108,0.0006807147,0.002749004,0.001628507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008591021,0.0004475995,0.9964232,0.0000556072,0.0000540197,0.00004257478,0.001357152,0.00001067046,0.00008370662,0.00001561472,0.000144839,0.001279157],"study_design_scores_gemma":[0.00001605061,0.0004999806,0.9938061,0.00005177408,0.00004899432,0.0002024404,0.004760051,0.0001544264,0.00008265352,0.00001387841,0.000353799,0.000009902747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986957,0.0001132035,0.00007382708,0.00004811736,0.000005650677,0.0001355391,0.0003864508,0.000002731116,0.0005389971],"genre_scores_gemma":[0.9985324,0.0001171755,0.0002950706,0.0001445877,0.0000107874,0.0002350409,0.0004168876,0.000002487069,0.0002454624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005802089,"threshold_uncertainty_score":0.03068477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552480797521481,"score_gpt":0.587647003153139,"score_spread":0.4323989234009909,"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."}}