{"id":"W2021800220","doi":"10.2310/7070.2005.03050","title":"Outcome Survey of Therapy with Diode Laser in Patients with Allergic Rhinitis","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tertiary care; Allergy; Surgery; Prospective cohort study; Laser therapy; Laser surgery; Laser","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":[0.0008274207,0.0001138559,0.0005334208,0.0001138995,0.0000325133,0.000001905686,0.0001080993,0.00004487983,0.00007901793],"category_scores_gemma":[0.00008106603,0.00005113268,0.00004529237,0.0001904473,0.0001499165,0.0000799687,0.00001791813,0.0002939503,0.000003967149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002199923,"about_ca_system_score_gemma":0.00005473309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107379,"about_ca_topic_score_gemma":0.0004336799,"domain_scores_codex":[0.9988408,0.000252984,0.0004413563,0.00006358008,0.0002295474,0.0001717236],"domain_scores_gemma":[0.9988754,0.0003487339,0.0003217882,0.0001409839,0.0002634739,0.00004963536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007021903,0.0003877454,0.9907275,0.000008087056,0.0002166247,0.00003622782,0.0003020621,0.00006270712,0.00003413633,0.000003407428,0.0001343861,0.001065185],"study_design_scores_gemma":[0.004543371,0.002519571,0.9917048,0.0000620589,0.00003676181,0.0001071169,0.00003007787,0.000002911209,0.0004107983,0.000005415816,0.0005173544,0.00005971741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980133,0.000490966,0.00001415913,0.001019775,0.00004737861,0.0001598107,0.000003776877,0.000003312753,0.0002474796],"genre_scores_gemma":[0.9988673,0.0003235504,0.0001196561,0.0005511884,0.00004388622,0.000001281432,0.000002480337,0.00001233934,0.00007835242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002478532,"threshold_uncertainty_score":0.208513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633619238741725,"score_gpt":0.2659695183142244,"score_spread":0.2396333259268071,"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."}}