{"id":"W2991165574","doi":"10.1177/0003489419891451","title":"Experience with Minimally Invasive Ponto Surgery and Linear Incision Approach for Pediatric and Adult Bone Anchored Hearing Implants","year":2019,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Perioperative; Implant; Surgery; Tolerability; Resonance frequency analysis; Retrospective cohort study; Cohort; Osseointegration; Adverse effect; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004027096,0.0002544823,0.001183395,0.0004023065,0.00007289989,0.000004223788,0.00009298114,0.0005311355,0.00003579249],"category_scores_gemma":[0.0007527862,0.0002118131,0.00008821517,0.0001629254,0.0005544796,0.0001336105,0.0001171122,0.0002849555,0.000007382932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005874794,"about_ca_system_score_gemma":0.0001688939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006421503,"about_ca_topic_score_gemma":0.00006489933,"domain_scores_codex":[0.9979782,0.0001496421,0.0005242856,0.0006414641,0.0001119856,0.0005944585],"domain_scores_gemma":[0.9975408,0.001350434,0.000290555,0.0003348785,0.0002999804,0.0001833782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002296863,0.0001479794,0.9900985,0.0003642452,0.0001074916,0.0002095495,0.0007285196,0.000001277934,0.00412444,0.0003134584,0.0008329086,0.0007747426],"study_design_scores_gemma":[0.002041946,0.002178102,0.9847493,0.00006136467,0.0001078294,0.003876161,0.0004014345,0.0001379214,0.005805203,0.0001336875,0.0002355937,0.0002714883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949065,0.002638891,0.00006742268,0.001182834,0.0001921406,0.0006804526,0.00002018862,0.00003849462,0.0002730438],"genre_scores_gemma":[0.9921005,0.002524105,0.002542311,0.002418056,0.0001110151,0.00008009966,0.00007814799,0.00002507128,0.0001207388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005349257,"threshold_uncertainty_score":0.8637488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471281629447608,"score_gpt":0.2954999602798436,"score_spread":0.2507871439853675,"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."}}