{"id":"W2750305117","doi":"10.21065/24122580.2.1","title":"Clinical Study of a Fibrocystic Breast Patient Presented in Dhq Hospital Sialkot, Pakistan.","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Molecular Cell Biology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional 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":[],"consensus_categories":[],"category_scores_codex":[0.0004709859,0.0001516687,0.0006744025,0.0001937813,0.00001167489,0.000004463171,0.0001432852,0.0001691629,0.00001350183],"category_scores_gemma":[0.00004437786,0.0001124423,0.0001452827,0.0002221465,0.0000983056,0.00001631432,0.00009299147,0.0004035494,0.000004761728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005668251,"about_ca_system_score_gemma":0.0002683477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003532285,"about_ca_topic_score_gemma":0.000003694728,"domain_scores_codex":[0.9980826,0.0001483247,0.001088865,0.0002083215,0.0002529279,0.0002189783],"domain_scores_gemma":[0.9985824,0.00006152228,0.0005457718,0.0002658039,0.0002791114,0.0002654139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03678719,0.05497774,0.4311078,0.0003770904,0.001543876,0.009281255,0.009072866,0.001001871,0.2554403,0.001001931,0.003109202,0.1962989],"study_design_scores_gemma":[0.156057,0.1651048,0.549886,0.0007317111,0.002865213,0.002164627,0.06687443,0.0008801429,0.02546233,0.00262589,0.02533131,0.002016543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994911,0.0002956916,0.0002498121,0.0001263426,0.0001948853,0.0004617363,0.000005591893,0.000004939772,0.003749965],"genre_scores_gemma":[0.9991381,0.00000974779,0.0006368427,0.00008729443,0.00009159111,0.000006231692,0.000006145733,0.00001681668,0.000007300686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229978,"threshold_uncertainty_score":0.4585264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490026506336405,"score_gpt":0.3021546926266143,"score_spread":0.2872544275632502,"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."}}