{"id":"W4317888343","doi":"10.46747/cfp.690128","title":"Common oncologic emergencies","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ottawa Hospital","funders":"","keywords":"Presentation (obstetrics); Medicine; Medical emergency; Emergency department; Oncologic surgery; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001456197,0.0001443067,0.0002559946,0.0003344943,0.0001229644,0.00001904424,0.0001388923,0.00003995429,0.00004578422],"category_scores_gemma":[0.00002376699,0.0001430608,0.0001084395,0.0007692846,0.00006532713,0.00005883568,0.00003052973,0.0001142612,0.002763989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849684,"about_ca_system_score_gemma":0.0003549336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005011819,"about_ca_topic_score_gemma":0.004771336,"domain_scores_codex":[0.9988202,0.00003418997,0.0001729592,0.000233518,0.0002444187,0.0004947024],"domain_scores_gemma":[0.9988836,0.00002540036,0.00003904947,0.0003895709,0.0000468752,0.0006154701],"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":[0.00002121397,0.00007400612,0.001467048,0.0001157779,0.0001284027,0.0009197764,0.0001233824,0.00002302707,0.00141785,0.00367296,0.9319491,0.06008747],"study_design_scores_gemma":[0.0006555279,0.0001613392,0.4104478,0.00005235074,0.0001817133,5.057073e-7,0.002514303,0.0008073186,0.00004888443,0.002293932,0.5825787,0.0002576312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4357926,0.0001694471,0.000006190494,0.004834665,0.0004131103,0.000490029,0.00007609047,0.0002452225,0.5579727],"genre_scores_gemma":[0.847295,0.00003699439,0.0000955044,0.1461685,0.0001804728,0.00005076176,0.0002606946,0.00003550603,0.005876523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5520961,"threshold_uncertainty_score":0.9980125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04710165768148575,"score_gpt":0.2909775918643611,"score_spread":0.2438759341828753,"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."}}