{"id":"W4386189605","doi":"10.1002/lary.31001","title":"<scp>Minimally Invasive OSIA</scp> Bone Conduction Hearing Implant (<scp>MOSIA</scp>) in Children: How I do it?","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Audiology; Implant; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006741558,0.0003960419,0.0006162289,0.0003176067,0.0002564153,0.0001110102,0.0003013484,0.0002293369,0.00002308569],"category_scores_gemma":[0.0006288076,0.0002948739,0.0001793624,0.001121902,0.0001915885,0.0002763185,0.0002104546,0.0008164578,0.0005946808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008650602,"about_ca_system_score_gemma":0.0001892923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004247369,"about_ca_topic_score_gemma":0.00029811,"domain_scores_codex":[0.997395,0.0001464439,0.0004392477,0.0005991023,0.0005034811,0.0009167594],"domain_scores_gemma":[0.9984693,0.0004959822,0.0001724563,0.0005454217,0.00007540756,0.0002414191],"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":[0.0001667088,0.001204106,0.2447147,0.000818232,0.0008253589,0.0008136648,0.02337413,0.0003452164,0.3153146,0.00114721,0.4003041,0.01097203],"study_design_scores_gemma":[0.006927548,0.001489796,0.8798084,0.001017476,0.0003359915,0.001273286,0.01889184,0.0002447925,0.04692429,0.0007327364,0.04209725,0.0002565545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827838,0.001571573,0.000006443015,0.007805791,0.0003327164,0.001100334,0.00004380039,0.0003511483,0.006004376],"genre_scores_gemma":[0.9884015,0.001490637,0.00009667512,0.002048318,0.0004302611,0.0001156534,0.0002186353,0.00008750232,0.007110821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6350938,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319522043060783,"score_gpt":0.2591702398129235,"score_spread":0.2359750193823156,"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."}}