{"id":"W4238594868","doi":"10.14740/jmc2926w","title":"Optic Neuropathy and Sinus Disease","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Optic neuropathy; Sinusitis; Disease; Surgery; Sinus (botany); Optic nerve; Ophthalmology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000284504,0.00005811651,0.0001871436,0.00005717002,0.0001548847,0.00004996959,0.0001083742,0.00004086109,0.0004494076],"category_scores_gemma":[0.005829819,0.00003923808,0.00007917648,0.00001797749,0.0001911636,0.0001076023,0.00004724511,0.000241689,0.000006400972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001105041,"about_ca_system_score_gemma":0.0002217526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001009078,"about_ca_topic_score_gemma":0.000002271869,"domain_scores_codex":[0.9989895,0.00002485412,0.0002090744,0.00006355692,0.0006191917,0.00009383578],"domain_scores_gemma":[0.9986311,0.0001538302,0.0001665225,0.0001602457,0.0001004246,0.0007878701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001238988,0.0008308009,0.1853883,0.0002358013,0.0001388707,0.7152753,0.0001190684,5.326931e-7,0.000554605,0.001695939,0.04471641,0.04980543],"study_design_scores_gemma":[0.001988792,0.0007648091,0.9439767,0.0005180417,0.0002556107,0.04766472,0.00004781465,0.0001055957,0.00004148778,0.0001089516,0.004463011,0.0000644601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866883,0.001509877,0.00002811091,0.01103603,0.0003114995,0.00003613294,0.000006206974,0.000004702353,0.000379212],"genre_scores_gemma":[0.9977443,0.0002494685,0.00008539271,0.001019056,0.0007719358,4.828087e-7,9.781802e-7,0.000006794073,0.0001215708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7585884,"threshold_uncertainty_score":0.6979259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816318840378156,"score_gpt":0.3414814240761453,"score_spread":0.3033182356723638,"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."}}