{"id":"W2038087422","doi":"10.1016/j.jmig.2007.08.214","title":"272: Visual Entry in Laparoscopy: 13-Year Experience With the EndoTIP Cannula","year":2007,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Cannula; Laparoscopy; Surgery; Endoscopy; Observational study; General surgery; Internal medicine","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":[0.001529952,0.001780161,0.0007538311,0.0008657966,0.00198115,0.001578745,0.001646323,0.002016919,0.005556152],"category_scores_gemma":[0.002796809,0.0006971177,0.001786329,0.0007977145,0.0008353681,0.001787656,0.001436855,0.00279422,0.002373744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210832,"about_ca_system_score_gemma":0.001030979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002218922,"about_ca_topic_score_gemma":0.003672001,"domain_scores_codex":[0.9991335,0.0001868545,0.00007710344,0.0001249766,0.0001437469,0.0003338763],"domain_scores_gemma":[0.9987391,0.0002939045,0.0001200284,0.0001046984,0.0001209019,0.0006215376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007158885,0.0305569,0.3013431,0.000696947,0.0006103365,0.1446794,0.0123794,0.006123105,0.05336142,0.001071195,0.01012264,0.4318967],"study_design_scores_gemma":[0.001374997,0.05297808,0.4554954,0.0003117972,0.0004792305,0.3998342,0.009039109,0.01129245,0.0429887,0.001740321,0.02351203,0.0009536622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900522,0.0007933089,0.00493928,0.0004306764,0.0001143954,0.00006768711,0.0001277094,0.0001278542,0.003347058],"genre_scores_gemma":[0.9773647,0.001848487,0.007821109,0.0007008443,0.0002801127,0.00006209652,0.0006812766,0.000330134,0.01091124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005556152,"threshold_uncertainty_score":0.01858723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430067769412437,"score_gpt":0.3027089059464377,"score_spread":0.2884082282523134,"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."}}