{"id":"W3034529909","doi":"10.7759/cureus.8561","title":"Stepwise Retrieval of a Broken Pituitary Disc Rongeur","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Medicine; Foreign body; Surgery; Foreign Bodies; Complication","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":[0.0002086737,0.000995432,0.0006607422,0.001615818,0.002030228,0.001488459,0.001025454,0.002537266,0.002701783],"category_scores_gemma":[0.002228039,0.0005585459,0.001196584,0.0007244377,0.001359694,0.001458505,0.001542942,0.003091844,0.001389492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121238,"about_ca_system_score_gemma":0.001247172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217521,"about_ca_topic_score_gemma":0.003256049,"domain_scores_codex":[0.999465,0.00003846723,0.00006635685,0.00009001538,0.0001697657,0.0001703066],"domain_scores_gemma":[0.9988068,0.000268432,0.000365349,0.0001551988,0.00007700945,0.0003271534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000071865,0.00003019724,0.007044609,0.00005633588,0.00001708005,0.9839473,0.000254581,0.0001342536,0.003235857,0.0002472513,0.0003138249,0.004646975],"study_design_scores_gemma":[0.000006143049,0.00006823774,0.001361762,0.000009017451,0.000007483433,0.9960343,0.00008448074,0.0002000198,0.001436565,0.00008726159,0.0006966229,0.000008049781],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678453,0.005636996,0.0120257,0.003774179,0.000607938,0.0001505223,0.0003047957,0.000391858,0.009262847],"genre_scores_gemma":[0.9909064,0.001062128,0.004401451,0.0008533266,0.0002885826,0.00001817691,0.0001615864,0.00004150958,0.002266785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002701783,"threshold_uncertainty_score":0.009038389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04752265262551781,"score_gpt":0.2823238158404849,"score_spread":0.2348011632149671,"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."}}