{"id":"W4235656350","doi":"10.5206/uwomj.v87i2.1119","title":"Abdominal Pseudocyst","year":2019,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Histopathology; Complication; Surgery; Etiology; Incisional hernia; Hernia; Abdominal wall; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002240698,0.000933216,0.0005713574,0.001104197,0.001293392,0.001006516,0.0005336715,0.001988247,0.002131902],"category_scores_gemma":[0.002696631,0.000454379,0.0004666485,0.0007425036,0.001095543,0.001279048,0.0009672675,0.001653866,0.0007038433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004905351,"about_ca_system_score_gemma":0.0004977757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008221055,"about_ca_topic_score_gemma":0.001388197,"domain_scores_codex":[0.999708,0.00002091161,0.00003591275,0.00006529793,0.00006703929,0.0001027543],"domain_scores_gemma":[0.9980997,0.0005280589,0.0005109063,0.000183649,0.0001038437,0.0005737923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004202519,0.0000242476,0.01800992,0.00004902828,0.00000661384,0.9778283,0.0001291711,0.00004902847,0.001343132,0.0001756943,0.0002428313,0.002100054],"study_design_scores_gemma":[0.000005452924,0.00003689759,0.005453282,0.00001242921,0.000004022836,0.9936418,0.00005582298,0.00006254359,0.0002537648,0.00005968195,0.0004106693,0.000003725195],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700894,0.01159501,0.003293002,0.001806971,0.0004427641,0.00011339,0.0002771252,0.0002066973,0.0121755],"genre_scores_gemma":[0.9964065,0.001098576,0.0009636594,0.0004122483,0.0002833326,0.00001186565,0.00007136305,0.00001309379,0.0007392879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002131902,"threshold_uncertainty_score":0.007131934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007011464266909869,"score_gpt":0.2077749395429281,"score_spread":0.2007634752760182,"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."}}