{"id":"W4404592529","doi":"10.3390/jcm13237011","title":"Orbital Subperiosteal Abscess Drainage: Transorbital vs. Endonasal Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery; Orbit (dynamics); Abscess","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":[],"consensus_categories":[],"category_scores_codex":[0.001359668,0.0001768881,0.0004465903,0.0006445524,0.0002045629,0.0008235705,0.0001925287,0.0002643711,0.001216561],"category_scores_gemma":[0.00455887,0.0001029755,0.0005137598,0.0006694883,0.0005051623,0.0006286159,0.0005237727,0.0003041887,0.0002048789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003904838,"about_ca_system_score_gemma":0.0005549554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002756697,"about_ca_topic_score_gemma":0.000666986,"domain_scores_codex":[0.9990289,0.0002326997,0.0002135697,0.0001083311,0.0002853689,0.0001312332],"domain_scores_gemma":[0.9968697,0.001159944,0.001474861,0.00008509,0.0001798654,0.0002304823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002649949,0.0001032906,0.9388925,0.0003743818,0.0002382747,0.001825674,0.0001873607,0.000140373,0.001471149,0.0001199449,0.0001296209,0.05386754],"study_design_scores_gemma":[0.0002597943,0.004080173,0.9316393,0.0005746237,0.0006583025,0.05545399,0.001839503,0.0008457795,0.002049006,0.0003216478,0.002244492,0.00003337268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937861,0.005072355,0.0002734829,0.00006269827,0.00002079901,0.00001584041,0.00004912845,0.000003751521,0.0007157921],"genre_scores_gemma":[0.998033,0.001508338,0.0002347003,0.00004584115,0.00006100375,0.0000166012,0.00006269483,0.000002738964,0.00003500997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359668,"threshold_uncertainty_score":0.007190704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.074868820958129,"score_gpt":0.4327895873849703,"score_spread":0.3579207664268413,"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."}}