{"id":"W2967008410","doi":"10.1177/2292550319866554","title":"Exam Questions: Mallet Finger and Sternal Reconstruction","year":2019,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Queen's University; Hotel Dieu Hospital","funders":"","keywords":"Mallet finger; Mallet; Medicine; Computer science; Orthodontics; Surgery; Acoustics; Physics; Deformity","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":[0.0004423547,0.0007278281,0.0006804441,0.0009420786,0.0012295,0.001016736,0.0007151759,0.007016189,0.1323459],"category_scores_gemma":[0.002910833,0.00017728,0.0007681708,0.000304051,0.0003932015,0.00119685,0.0008168754,0.001336977,0.02107822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007101467,"about_ca_system_score_gemma":0.0007964945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293733,"about_ca_topic_score_gemma":0.002399741,"domain_scores_codex":[0.9997464,0.00003175198,0.00003189298,0.00003551105,0.00004937195,0.0001051154],"domain_scores_gemma":[0.9989275,0.0002225636,0.0001665968,0.00002001715,0.0001922358,0.0004710328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006317353,0.001649464,0.0782717,0.0006979148,0.00007918957,0.1318307,0.0004720374,0.0008645448,0.002234015,0.004211814,0.7237638,0.05529305],"study_design_scores_gemma":[0.0003966626,0.001994643,0.1511564,0.001679179,0.0001250717,0.2395773,0.004116534,0.002238052,0.002674771,0.009791478,0.5861447,0.0001051768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1957844,0.008400859,0.001561592,0.3581579,0.01343221,0.001199595,0.00606371,0.0002429337,0.4151567],"genre_scores_gemma":[0.413522,0.00725174,0.002018381,0.09020995,0.02153805,0.0004254553,0.003706749,0.0001380214,0.4611897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1323459,"threshold_uncertainty_score":0.442741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284731096300931,"score_gpt":0.2249339068220992,"score_spread":0.2120865958590899,"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."}}