{"id":"W4307055387","doi":"10.1093/pch/pxac100.083","title":"84 It’s all about that trach - Episode II: Acceptability, accessibility, inclusivity and feasibility","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Trainer; Preceptor; Competence (human resources); Subspecialty; Curriculum; Medical education; Medicine; Nursing; Psychology; Family medicine; Pedagogy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01353685,0.0002449954,0.0003767535,0.0003500836,0.000650814,0.001415568,0.0005231587,0.0004677465,0.004302383],"category_scores_gemma":[0.03076451,0.0002560103,0.0009266867,0.0002736069,0.000566171,0.0009019261,0.00144153,0.0007738482,0.0005244773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009205815,"about_ca_system_score_gemma":0.001918634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015963,"about_ca_topic_score_gemma":0.003648897,"domain_scores_codex":[0.9901969,0.005006649,0.0008517282,0.0003911787,0.002680398,0.0008730488],"domain_scores_gemma":[0.985557,0.006728546,0.001851165,0.0008642985,0.003198626,0.001800373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001919201,0.006391693,0.6450819,0.0009679914,0.0002579744,0.0004407556,0.02112935,0.0005387606,0.004835417,0.0006289926,0.008459865,0.3093481],"study_design_scores_gemma":[0.0003539281,0.01925175,0.9276932,0.000647343,0.000262142,0.0008301358,0.02086786,0.001483521,0.00596144,0.0003934862,0.0221334,0.0001216818],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99191,0.000149591,0.0008771319,0.0005042345,0.00006820125,0.0009744159,0.0001223002,0.00003958702,0.005354528],"genre_scores_gemma":[0.9939786,0.0002116529,0.002961471,0.0003446793,0.00003657305,0.0009857059,0.0001601833,0.00001741075,0.001303688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353685,"threshold_uncertainty_score":0.0715906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04107193683896918,"score_gpt":0.3402959763714579,"score_spread":0.2992240395324887,"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."}}