{"id":"W2189461679","doi":"","title":"TECHNOLOGICAL ASSESSMENT OF LAPAROSCOPIC MONOPOLAR ELECTROSURGERY INSTRUMENTS AT CSSS DU LAC-DES-DEUX-MONTAGNES","year":2013,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Medicine; Surgery; Traceability; Surgical equipment; Electrosurgery; Operations management; Computer science; Engineering","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":[0.001024646,0.000520009,0.0003550004,0.001849372,0.0007001548,0.0007016871,0.00041431,0.0008432869,0.003300304],"category_scores_gemma":[0.003697337,0.0002697578,0.0006792124,0.0004461829,0.0004812558,0.0005340608,0.0007302482,0.0007937341,0.0004990021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007440056,"about_ca_system_score_gemma":0.0006208465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221456,"about_ca_topic_score_gemma":0.002738288,"domain_scores_codex":[0.9990314,0.0001749142,0.00008633832,0.0001342253,0.0003977009,0.0001754167],"domain_scores_gemma":[0.9979798,0.0004999942,0.0004312985,0.0001617854,0.0005909229,0.0003361885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001824335,0.000531026,0.7306293,0.0003695531,0.0001155347,0.04985591,0.003916347,0.001498907,0.1121354,0.0004000566,0.001588621,0.09713488],"study_design_scores_gemma":[0.00003721059,0.005800227,0.8868591,0.0001243939,0.00009685884,0.0527066,0.002251251,0.003474808,0.03975616,0.0003166175,0.008461141,0.00011562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943879,0.0003752743,0.002736245,0.0002127347,0.0000521754,0.00006840711,0.00006821726,0.00006154429,0.002037511],"genre_scores_gemma":[0.9946336,0.0002744606,0.002804828,0.00008076193,0.00003650575,0.00002281859,0.00006264638,0.00001884826,0.002065569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003300304,"threshold_uncertainty_score":0.01104063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108924596595262,"score_gpt":0.2643870547106703,"score_spread":0.2534945950511441,"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."}}