{"id":"W1969623584","doi":"10.1016/j.jmig.2008.09.025","title":"Stepwise Safe Laparoscopic Port Establishment with Trocarless Cannulae under Direct Visual Guidance","year":2008,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Medicine; Port (circuit theory); Mechanical engineering; 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":[0.001610696,0.001062354,0.0008404768,0.00177806,0.0009147985,0.001067738,0.0008460613,0.001116897,0.002069672],"category_scores_gemma":[0.005990907,0.0009813055,0.001304393,0.0007416253,0.001212869,0.002044917,0.001540414,0.003533097,0.001111996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254258,"about_ca_system_score_gemma":0.002251662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027047,"about_ca_topic_score_gemma":0.002217972,"domain_scores_codex":[0.9984492,0.0003099906,0.0002247552,0.0002390812,0.0005445846,0.0002324654],"domain_scores_gemma":[0.9957125,0.00172788,0.0006370784,0.0009402999,0.0003767845,0.0006054851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005581076,0.001565341,0.06321658,0.001002536,0.0003439575,0.01409006,0.001521062,0.003577406,0.472351,0.002175749,0.005003288,0.429572],"study_design_scores_gemma":[0.002034913,0.02226951,0.3858255,0.0004969369,0.0009280348,0.2095056,0.00103025,0.02796299,0.3189555,0.005286354,0.024883,0.0008215003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5904175,0.002024692,0.3865673,0.0007620833,0.0005577512,0.00117581,0.000356191,0.005457634,0.01268102],"genre_scores_gemma":[0.6681942,0.001323773,0.3235761,0.0005270857,0.0004703676,0.000531146,0.000411339,0.0004742946,0.004491758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002069672,"threshold_uncertainty_score":0.008518279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209889793618227,"score_gpt":0.2838212554514861,"score_spread":0.2617223575153039,"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."}}