{"id":"W2969549932","doi":"10.1016/j.jogc.2019.07.009","title":"Technicity in Canada: The Long and Short of Hysterectomy Incisions","year":2019,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Hysterectomy; General surgery; Surgery; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001777097,0.0001947539,0.0002248962,0.001067728,0.006525559,0.003081002,0.001326664,0.002338754,0.009871891],"category_scores_gemma":[0.0111159,0.0003087952,0.0003755587,0.001978453,0.003193639,0.00121434,0.001891778,0.004739522,0.0003365492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05679372,"about_ca_system_score_gemma":0.169921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601893,"about_ca_topic_score_gemma":0.9935738,"domain_scores_codex":[0.9967044,0.0003041108,0.0000988137,0.0001498241,0.001400945,0.001341856],"domain_scores_gemma":[0.9851615,0.001775205,0.001337548,0.0002196712,0.003024743,0.008481302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001576076,0.0004090886,0.4629651,0.0006507054,0.0001235497,0.004387305,0.01038758,0.000937102,0.001901174,0.04524831,0.1664428,0.3049712],"study_design_scores_gemma":[0.00008964709,0.0002250385,0.7777327,0.001335875,0.00008908859,0.00281811,0.04802519,0.0006212335,0.0003366885,0.004358814,0.1642367,0.0001310421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5432944,0.03718832,0.000900634,0.3471329,0.003253007,0.0001068106,0.00186124,0.00007182957,0.06619084],"genre_scores_gemma":[0.9472508,0.01344007,0.0009255605,0.02320329,0.0006216854,0.00002924163,0.0004303874,0.00007173794,0.01402728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05679372,"threshold_uncertainty_score":0.4120692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017946450370428,"score_gpt":0.2274521483632615,"score_spread":0.2172726838595572,"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."}}