{"id":"W3127474980","doi":"","title":"A Walk to Beautiful (2007)","year":2011,"lang":"en","type":"article","venue":"Film & history","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childbirth; Dignity; Medicine; Shame; Humiliation; Vagina; Nursing; Gender studies; Surgery; Sociology; Psychology; Pregnancy; Law; Social psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003573767,0.00006938,0.0001026366,0.00005990737,0.00003540483,0.000001341094,0.00008229558,0.00003952635,0.005213196],"category_scores_gemma":[0.00002724194,0.00006428433,0.00005183761,0.00005105381,0.00002812821,0.00002541231,0.00002359968,0.00009028484,0.001423973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170853,"about_ca_system_score_gemma":0.0001037366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241224,"about_ca_topic_score_gemma":0.00001207665,"domain_scores_codex":[0.9994944,0.000005777321,0.0001039427,0.0001616204,0.00009421129,0.0001400655],"domain_scores_gemma":[0.9994504,0.000004764442,0.00002254273,0.0003018495,0.0000563646,0.0001640621],"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":[0.00005699463,0.0001061945,0.0005568404,0.00002132053,0.0000153281,0.00001161535,0.002192781,2.013976e-7,0.0020105,0.001491415,0.9918093,0.001727473],"study_design_scores_gemma":[0.0001614949,0.0001715736,0.0381234,0.00002032444,0.00002788962,0.00002778554,0.00002454759,0.00002133768,0.0001311816,0.0001272088,0.9610843,0.00007892722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08231832,0.003293562,0.0008302684,0.001641504,0.001032375,0.0005157458,0.000009870646,0.0002823299,0.910076],"genre_scores_gemma":[0.8653947,0.00000887816,0.005286678,0.01019831,0.0002660582,0.00008877002,0.00001643622,0.00002757476,0.1187126],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7913634,"threshold_uncertainty_score":0.9993535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05893541805658527,"score_gpt":0.2412961354762929,"score_spread":0.1823607174197076,"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."}}