{"id":"W2395460581","doi":"","title":"[Czech registry of complications in gynecological laparoscopy - the on-line data collection].","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Medicine; General surgery; Hysterectomy; Laparoscopy; Abdominal hysterectomy; Laparoscopic hysterectomy; Task force; Gynecology; 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":[0.003627999,0.0004980388,0.0008021662,0.007732381,0.0006545915,0.001261949,0.001329707,0.0004720564,0.006028797],"category_scores_gemma":[0.01288502,0.000680129,0.001341745,0.006487645,0.0003365786,0.0008269406,0.001931876,0.000728287,0.001171959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992428,"about_ca_system_score_gemma":0.008760493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0302827,"about_ca_topic_score_gemma":0.02472161,"domain_scores_codex":[0.9963251,0.0006097482,0.001543034,0.0004035326,0.0008299165,0.0002885938],"domain_scores_gemma":[0.984038,0.002107558,0.005851452,0.001906997,0.004758907,0.001337128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00167645,0.0002789018,0.8690038,0.008040427,0.0006837283,0.0005327772,0.000439414,0.0006191603,0.002269368,0.001216132,0.04355443,0.0716854],"study_design_scores_gemma":[0.0003547644,0.0001992548,0.9669717,0.0008994336,0.000291187,0.0006915371,0.0003336005,0.0002854648,0.0006866998,0.0001095977,0.02911658,0.00006019267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3981188,0.01714751,0.008370626,0.001308788,0.0008151101,0.009141516,0.5442079,0.0007038002,0.02018596],"genre_scores_gemma":[0.6210333,0.006491393,0.01234785,0.000630521,0.0001941833,0.007436105,0.3479463,0.0002750589,0.003645233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0302827,"threshold_uncertainty_score":0.06021291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125064270509511,"score_gpt":0.3267811487785492,"score_spread":0.2142747217275981,"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."}}