{"id":"W7131642311","doi":"10.6084/m9.figshare.31423765","title":"Additional file 1 of Endoscopic sinus surgery outcomes in patients with chronic rhinosinusitis and immunoglobulin deficiencies","year":2023,"lang":"","type":"article","venue":"Open MIND","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Endoscopic sinus surgery; Chronic rhinosinusitis; Antibody; Sinusitis; Pharynx; Endoscopy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009135319,0.00055595,0.0007696144,0.001433859,0.0006252534,0.0006369876,0.000782665,0.0006297154,0.6247944],"category_scores_gemma":[0.01839687,0.0002810281,0.0005896616,0.002713823,0.0001193675,0.001101803,0.0005978742,0.0008186572,0.03527252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008733444,"about_ca_system_score_gemma":0.001263721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009458672,"about_ca_topic_score_gemma":0.01254895,"domain_scores_codex":[0.99941,0.0001141435,0.0001471055,0.0001161314,0.0001230889,0.0000894948],"domain_scores_gemma":[0.9911718,0.005090418,0.001615518,0.0003167439,0.001564349,0.000241063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004638805,0.0002576426,0.02174944,0.002131053,0.00008518535,0.0000903633,0.0001389305,0.0003932443,0.00005910997,0.0007642636,0.9637508,0.01011614],"study_design_scores_gemma":[0.00922938,0.001096348,0.3853895,0.01275661,0.0005163007,0.001893183,0.002318619,0.004845305,0.0009379626,0.01027783,0.5704796,0.0002594748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002010468,0.00003989732,0.0001623223,0.000180543,0.00002095811,0.0001893015,0.995216,0.00004414285,0.002136317],"genre_scores_gemma":[0.05401393,0.000403898,0.002612606,0.000990647,0.0001745877,0.006475701,0.9218006,0.0001738118,0.01335432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6247944,"threshold_uncertainty_score":0.5351853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355332869971968,"score_gpt":0.2637696260923268,"score_spread":0.2402162973926071,"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."}}