{"id":"W7113164710","doi":"","title":"Ob-Gyn Violence : Italy, Europe and Canada","year":2025,"lang":"en","type":"other","venue":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002128574,0.001278181,0.001247984,0.00126223,0.0007091247,0.00009336218,0.001606112,0.0002903212,0.001781181],"category_scores_gemma":[0.0001586324,0.001457669,0.0002216512,0.001248865,0.0007312322,0.0001665573,0.00189705,0.00087817,0.001392798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008299677,"about_ca_system_score_gemma":0.003096082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5620504,"about_ca_topic_score_gemma":0.8372348,"domain_scores_codex":[0.9946638,0.0003104967,0.0004854292,0.001983837,0.001323059,0.001233367],"domain_scores_gemma":[0.9967318,0.0005551947,0.0005124573,0.001299027,0.0002993111,0.0006022583],"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":[0.0001249423,0.0002002697,0.006820757,0.0003660271,0.001306971,0.001795307,0.0001667292,0.00004719279,0.00005576203,0.01977776,0.9668179,0.002520412],"study_design_scores_gemma":[0.001448955,0.00007579712,0.02404593,0.001453967,0.0008841572,0.00007016917,0.0006212194,0.0001405902,0.000005045463,0.0002077287,0.96938,0.001666436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002772402,0.008252976,0.0002709663,0.0003172143,0.0009136809,0.001047145,0.007834108,0.000531802,0.9780597],"genre_scores_gemma":[0.02816464,0.006053422,0.001036337,0.000481367,0.0004076696,0.00002366806,0.001164846,0.00101229,0.9616557],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2751844,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009502288505233577,"score_gpt":0.2023830024360382,"score_spread":0.1928807139308046,"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."}}