{"id":"W2008536127","doi":"10.2310/7070.2001.20906","title":"Clinical Manifestations of Sinonasal Pathology during Pregnancy","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; rhinorrhea; Pregnancy; Sinusitis; Nasal congestion; Visual analogue scale; Obstetrics; Surgery; Nose","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006587711,0.00008070485,0.0003727986,0.0001289187,0.00005220012,0.00000131364,0.0001828611,0.0001188296,0.0002212729],"category_scores_gemma":[0.0007276053,0.0000499736,0.0001524077,0.0001322023,0.000287981,0.00008155188,0.00003196105,0.0004483571,0.00001739816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854067,"about_ca_system_score_gemma":0.0002120917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003489502,"about_ca_topic_score_gemma":0.000002993489,"domain_scores_codex":[0.9984296,0.0003419268,0.0008076399,0.00007027252,0.0001697331,0.0001808305],"domain_scores_gemma":[0.9983945,0.0003865128,0.0006209023,0.0002602591,0.0002091873,0.000128568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00176483,0.0009124605,0.9473506,0.000169812,0.0003593015,0.007005187,0.001795509,0.00001265532,0.02895806,0.0005484051,0.000518208,0.01060503],"study_design_scores_gemma":[0.002090996,0.000908868,0.9127704,0.0004681994,0.000232419,0.08177527,0.0001136962,0.00001205271,0.0007897581,0.0003498674,0.0004472185,0.00004126672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916214,0.002208702,0.001070554,0.002693336,0.0003411664,0.0001524478,0.000001452024,0.000008570923,0.001902369],"genre_scores_gemma":[0.994783,0.003739121,0.00061584,0.0002790949,0.0002043672,0.000001777263,0.000001573598,0.000009748654,0.0003654267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07477009,"threshold_uncertainty_score":0.2422783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695444719779858,"score_gpt":0.3540415043931375,"score_spread":0.3170870571953389,"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."}}