{"id":"W3103082757","doi":"10.14740/jmc3605","title":"Labor Complicated by Cervical Stenosis Following a Laser Cone Biopsy","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical dilatation; Cervical intraepithelial neoplasia; Stenosis; Cervical conization; Biopsy; Surgery; Obstetrics; Cervix; Radiology; Cervical cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002694477,0.0001326129,0.0005161158,0.00005067131,0.00004966339,0.00002457311,0.0002044243,0.0001699093,0.001566832],"category_scores_gemma":[0.001779512,0.0000947013,0.0002526959,0.0002424287,0.00008446691,0.00007964829,0.00005325444,0.0005873963,0.00003938171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000319811,"about_ca_system_score_gemma":0.0002372357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002153745,"about_ca_topic_score_gemma":0.000001004226,"domain_scores_codex":[0.9977307,0.00007316167,0.0005533627,0.0001398679,0.001267007,0.0002358468],"domain_scores_gemma":[0.9978856,0.000267632,0.0001762846,0.0001026894,0.0001466059,0.001421165],"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":[0.003401632,0.001330187,0.1724266,0.0006157344,0.001390405,0.09391081,0.0009287764,9.065572e-7,0.02175882,0.0001094078,0.6728323,0.03129442],"study_design_scores_gemma":[0.05991777,0.01776814,0.136785,0.005059274,0.003493828,0.0683737,0.004039469,0.002006237,0.0425955,0.0002077357,0.6580921,0.001661247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991289,0.001941043,0.0002122225,0.09808589,0.0002293837,0.00008306476,0.00004369913,0.00003221381,0.000243552],"genre_scores_gemma":[0.9819791,0.0002947768,0.0002504311,0.01667747,0.0007280455,0.00000202829,0.00001748353,0.00001722671,0.00003338706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08285021,"threshold_uncertainty_score":0.9993459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051207883522505,"score_gpt":0.2978603935928198,"score_spread":0.2673483147575948,"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."}}