{"id":"W2085124878","doi":"10.1136/bmj.39428.494236.be","title":"Web 3.0 and medicine","year":2007,"lang":"en","type":"editorial","venue":"BMJ","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; COPD; Job-exposure matrix; Odds ratio; Population; Internal medicine; Obstructive lung disease; Attributable risk; Case-control study; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009954609,0.0002021808,0.0004954162,0.0001882265,0.0006035678,0.000008287824,0.000185144,0.001423717,0.002362153],"category_scores_gemma":[0.009888934,0.0001448336,0.00002933205,0.0001633342,0.0001096701,0.0003003778,0.000129538,0.002685797,0.0006861617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618731,"about_ca_system_score_gemma":0.001493247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003452908,"about_ca_topic_score_gemma":0.0001071708,"domain_scores_codex":[0.9957811,0.0004127655,0.002288041,0.0002596927,0.0007721375,0.0004863134],"domain_scores_gemma":[0.9936488,0.003850013,0.001038788,0.0004613401,0.0007177817,0.0002832536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000553693,0.000005753888,0.0006432845,0.001656916,0.000005875762,0.000001533339,0.001541253,1.233027e-8,2.056152e-7,0.0001210856,0.9907172,0.005251466],"study_design_scores_gemma":[0.0008490087,0.0000451848,0.001458272,0.0009509732,0.00001204981,2.920482e-7,0.0004789033,0.00005833769,7.959571e-8,0.000176866,0.9958299,0.0001400838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002569482,0.0002707561,0.00009997271,0.002291952,0.834968,0.001004078,0.0001308895,0.0001008411,0.1608766],"genre_scores_gemma":[0.00008287479,0.0003723342,0.0004380364,0.004749808,0.9800753,0.0001085932,0.000549619,0.00002174866,0.01360166],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1472749,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06150902155313804,"score_gpt":0.5325527490872833,"score_spread":0.4710437275341453,"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."}}