{"id":"W4390120413","doi":"10.52054/fvvo.15.4.112","title":"Postoperative adhesions: are we close to finding a solution?","year":2023,"lang":"en","type":"article","venue":"Facts Views and Vision in ObGyn","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":[0.009787143,0.0008861067,0.001888242,0.002158451,0.005309044,0.01106671,0.002440824,0.0210428,0.01575771],"category_scores_gemma":[0.04524624,0.0005508849,0.001316241,0.0015002,0.01180129,0.02245979,0.006675802,0.03806431,0.004269586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342519,"about_ca_system_score_gemma":0.01007988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048913,"about_ca_topic_score_gemma":0.007528649,"domain_scores_codex":[0.9947396,0.002122759,0.0006964652,0.0003657512,0.001263625,0.000811866],"domain_scores_gemma":[0.9657548,0.01523938,0.003294187,0.001279174,0.007697311,0.006735191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003040742,0.0004102561,0.004390263,0.001835651,0.0001273798,0.00239381,0.002339271,0.0002557166,0.0004226123,0.06981463,0.6608961,0.2568103],"study_design_scores_gemma":[0.0002129098,0.0002763674,0.004192504,0.01151787,0.0001976205,0.006216681,0.02131142,0.0003308975,0.0002179913,0.2131067,0.7421515,0.0002675967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0010405,0.07748242,0.0008592492,0.8971863,0.01655751,0.000009250512,0.0000362803,0.0000451688,0.006783389],"genre_scores_gemma":[0.0772104,0.2615552,0.008757595,0.5129007,0.1185797,0.0001205384,0.0003193436,0.0002077347,0.02034875],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0210428,"threshold_uncertainty_score":0.05271477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0955126127458132,"score_gpt":0.4095699773385564,"score_spread":0.3140573645927432,"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."}}