{"id":"W4383683136","doi":"10.22541/au.168895085.52545535/v1","title":".","year":2023,"lang":"en","type":"review","venue":"","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Hay fever; Medicine; Meta-analysis; Internal medicine; Asthma; Allergy; Cancer; Relative risk; Gastroenterology; Oncology; Immunology; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002640431,0.0009978195,0.0007453844,0.001601006,0.001907386,0.005585256,0.002045981,0.002664114,0.4598652],"category_scores_gemma":[0.008781092,0.0003555247,0.001072839,0.001674365,0.0009715488,0.00359267,0.003961192,0.00218678,0.2927912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002030307,"about_ca_system_score_gemma":0.004327878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604678,"about_ca_topic_score_gemma":0.003451058,"domain_scores_codex":[0.9974081,0.0006923132,0.0001980199,0.0006331285,0.0007778592,0.0002907073],"domain_scores_gemma":[0.9972274,0.0004870374,0.000233693,0.0003970872,0.00121127,0.0004435201],"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":[0.0002244962,0.00009467893,0.002711052,0.001568339,0.00005777862,0.0003021746,0.0006699542,0.0001399926,0.0005438885,0.03943504,0.6476994,0.3065532],"study_design_scores_gemma":[0.00002740543,0.00003401001,0.001136912,0.0005333837,0.00001868508,0.0001857217,0.000202168,0.00005632551,0.0001497908,0.004218163,0.9934241,0.00001342626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005038457,0.01021054,0.007234757,0.03036626,0.01148651,0.0006090318,0.015775,0.002520292,0.9167592],"genre_scores_gemma":[0.05494845,0.01171142,0.009058621,0.0290479,0.004442101,0.0008735824,0.02001497,0.001313811,0.8685891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5401348,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156462950998817,"score_gpt":0.3969130561523145,"score_spread":0.2404501051534975,"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."}}