{"id":"W6989179811","doi":"","title":"Advances in abdominal access for laparoscopic surgery: a review","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veress needle; Endoscopic surgery; Natural orifice transluminal endoscopic surgery; Laparoscopic surgery; Laparoscopy; Laparoscopes; Abdominal surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008830089,0.0008538158,0.001319317,0.004843292,0.0002851216,0.001263991,0.0009403913,0.0008319315,0.004877026],"category_scores_gemma":[0.001888211,0.0002969347,0.0008057714,0.00589927,0.0003939438,0.001967549,0.0005654118,0.001067164,0.001079576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000511034,"about_ca_system_score_gemma":0.001589207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116836,"about_ca_topic_score_gemma":0.00220385,"domain_scores_codex":[0.9995864,0.00006887222,0.0001223331,0.00006302628,0.0001345836,0.00002478466],"domain_scores_gemma":[0.9983234,0.0009995941,0.0003390224,0.00002512091,0.0002379779,0.00007478607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009210259,0.00007042797,0.0007814122,0.06943866,0.0002188767,0.0004219451,0.000101613,0.0001943945,0.0004333328,0.001261017,0.03129716,0.8956891],"study_design_scores_gemma":[0.00006306891,0.0002389648,0.006547759,0.06998002,0.001177104,0.007027286,0.0003916073,0.0001902634,0.0003017459,0.00177981,0.9122411,0.00006126038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008853835,0.9992397,0.00004413325,0.0002242798,0.000120038,0.000002651034,0.00001224833,0.000002865435,0.0002656058],"genre_scores_gemma":[0.0003886725,0.9992275,0.0000938076,0.00008624687,0.0001341088,0.00000289885,0.00001356699,5.669417e-7,0.00005257434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004877026,"threshold_uncertainty_score":0.01631528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3262616282189569,"score_gpt":0.6109252140747888,"score_spread":0.2846635858558319,"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."}}