{"id":"W6979779867","doi":"","title":"Advances in abdominal access for laparoscopic surgery: a review","year":2014,"lang":"en","type":"review","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Philosophy and Phenomenology Studies","field":"Social Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003217403,0.0004413321,0.00341024,0.0001313211,0.0003785201,0.00006441777,0.0008468789,0.0005615944,0.0001624399],"category_scores_gemma":[0.003409988,0.0003316784,0.0004408691,0.0003438492,0.001050577,0.0003093736,0.000222618,0.0006044255,0.00001001028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005574406,"about_ca_system_score_gemma":0.00001977105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002209825,"about_ca_topic_score_gemma":0.0009158188,"domain_scores_codex":[0.9962718,0.0007909059,0.0009744392,0.0006924578,0.0005924671,0.000677854],"domain_scores_gemma":[0.9949461,0.003951011,0.0004172361,0.0002843575,0.00006179685,0.0003394941],"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":[0.00001359893,0.00005443124,0.00003355125,0.04520009,0.00005223263,0.000008351519,0.0001884926,1.011969e-8,1.027346e-9,0.008008251,0.0001768279,0.9462641],"study_design_scores_gemma":[0.0003039663,0.00003738639,0.00000282797,0.003573871,0.0003758633,0.000002668086,0.00001844418,0.00003196234,1.182231e-8,0.008315613,0.9869742,0.000363159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.380142e-7,0.9827744,0.00417096,0.0008838306,0.001142837,0.001434114,0.00007441267,0.00004149239,0.00947784],"genre_scores_gemma":[0.0004691449,0.9954957,0.00002499544,0.001193134,0.001330138,0.001392202,0.00006067671,0.00002822358,0.000005759903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867974,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092680787327231,"score_gpt":0.4367323216965557,"score_spread":0.3274642429638326,"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."}}