{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012905,0.000867518,0.0006672264,0.002406486,0.001580282,0.000975114,0.0006919176,0.002569109,0.001119513],"category_scores_gemma":[0.00383953,0.0004735806,0.0004657659,0.001386986,0.001494087,0.0006369265,0.0009477572,0.001492189,0.0004523685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261194,"about_ca_system_score_gemma":0.0009056838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887258,"about_ca_topic_score_gemma":0.002509356,"domain_scores_codex":[0.9994743,0.00009246817,0.00006838689,0.00008237571,0.00009972015,0.0001827024],"domain_scores_gemma":[0.9984244,0.0007487914,0.0004048223,0.0001130255,0.00006355553,0.0002454289],"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":[0.00002764273,0.00001394236,0.005680512,0.00003044284,0.000003856747,0.9913823,0.0002002613,0.00003411033,0.0003382651,0.0001765219,0.0001636013,0.001948514],"study_design_scores_gemma":[0.000005756238,0.00005603744,0.004561931,0.00003665654,0.000008345028,0.9937949,0.0001924556,0.0001351713,0.0003581937,0.000156935,0.0006867279,0.000006825982],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591697,0.01784334,0.002253503,0.002902941,0.0003674692,0.0001800883,0.000163415,0.0001470806,0.01697233],"genre_scores_gemma":[0.9943714,0.002994545,0.0006812261,0.0005057902,0.0003973288,0.00002239968,0.00004706808,0.000007397792,0.0009727989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002569109,"threshold_uncertainty_score":0.009150624,"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."}}