{"id":"W4386407941","doi":"","title":"Outcomes following combined median sternotomy and ventral midline laparotomy for bicavitary penetrating wooden foreign bodies.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Laparotomy; Foreign Bodies; Cardiothoracic surgery; Foreign body; Surgery; Gynecology","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":[0.0007847435,0.000274813,0.0006182191,0.0002359126,0.0001573038,0.0000430197,0.0001461926,0.0001454525,0.00002384455],"category_scores_gemma":[0.0017071,0.0002265636,0.0002589825,0.0002544824,0.0001434152,0.0001589047,0.0001109491,0.0002174821,0.00001186236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007117404,"about_ca_system_score_gemma":0.00005999386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003532093,"about_ca_topic_score_gemma":0.0000238745,"domain_scores_codex":[0.9975919,0.00003818232,0.0004811995,0.0004404065,0.0005300681,0.0009183069],"domain_scores_gemma":[0.9982677,0.0006916282,0.00009500101,0.0002986918,0.0000543424,0.0005926877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002996217,0.0001219396,0.969884,0.0004820078,0.0003919966,0.0006592621,0.0002915579,0.000001361731,0.00009923273,0.0005451015,0.004356109,0.0228678],"study_design_scores_gemma":[0.007264213,0.0002349833,0.9865265,0.00008945276,0.0002951515,0.00003251537,0.0004344721,0.0008159083,0.000430826,0.002251419,0.001333062,0.0002915004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896895,0.0002298995,0.0000424786,0.003028042,0.0004123219,0.00414209,0.00004866665,0.0003818753,0.002025111],"genre_scores_gemma":[0.9909295,0.00001504093,0.000884097,0.001045718,0.0003112626,0.005199875,0.0002725263,0.00006792462,0.001274007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0225763,"threshold_uncertainty_score":0.9238995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168034015340984,"score_gpt":0.2834486821738801,"score_spread":0.2417683420204703,"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."}}