{"id":"W4283836893","doi":"10.1002/lio2.861","title":"Possible clinical implications of the structural variations between the tympanic membrane quadrants","year":2022,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Quadrant (abdomen); Anatomy; Materials science; Medicine; Surgery","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":[0.0008405953,0.0005509751,0.0003228265,0.001370894,0.0004226126,0.0007835333,0.0005778017,0.001057103,0.004226459],"category_scores_gemma":[0.005833423,0.0004409023,0.0002928623,0.0007888813,0.002068738,0.0009273258,0.0006427054,0.000586667,0.0006595936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640507,"about_ca_system_score_gemma":0.0002215623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003023591,"about_ca_topic_score_gemma":0.0002728855,"domain_scores_codex":[0.9994051,0.000153827,0.0000514964,0.0001562573,0.0001141097,0.0001192076],"domain_scores_gemma":[0.9978113,0.0007789373,0.0009429987,0.0001664612,0.0001281826,0.0001721543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001894828,0.0001061543,0.7249088,0.0003595123,0.0001182926,0.1605447,0.001017325,0.0006135203,0.06304599,0.002246232,0.0007866172,0.04435802],"study_design_scores_gemma":[0.00009702776,0.0005657046,0.5607713,0.000100544,0.000094205,0.4233011,0.002007695,0.001167718,0.006425835,0.003289291,0.002119482,0.00006010886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882846,0.005157226,0.002343835,0.0006663246,0.00009106535,0.00003182167,0.0001249492,0.00005058086,0.003249625],"genre_scores_gemma":[0.9987295,0.000355423,0.0005495427,0.00005863796,0.00005379987,0.000009219712,0.000034525,0.00000429584,0.0002050123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004226459,"threshold_uncertainty_score":0.01413888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254671304619245,"score_gpt":0.3271209679915282,"score_spread":0.2745742549453358,"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."}}