{"id":"W7057881083","doi":"","title":"The LEGACY Girls Study","year":2016,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Psychosocial; Family history; Context (archaeology); Breast development; Life course approach; Epidemiology; Cohort; Cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001664017,0.0004734265,0.000716901,0.0008614283,0.001630372,0.001686768,0.000942694,0.000739819,0.02293951],"category_scores_gemma":[0.002728253,0.0004314073,0.0005893447,0.001894257,0.0002929793,0.0009970113,0.001622707,0.001454349,0.005434052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143391,"about_ca_system_score_gemma":0.0019078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03706969,"about_ca_topic_score_gemma":0.03568643,"domain_scores_codex":[0.9987344,0.0002918366,0.0001079962,0.0003141705,0.0002870711,0.0002645288],"domain_scores_gemma":[0.9988463,0.0001140298,0.0003179559,0.0001652317,0.0001986191,0.000357874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008425337,0.0004128961,0.8869222,0.0003615201,0.0002772881,0.0005505782,0.002413274,0.00005297221,0.0002594661,0.005429651,0.06103414,0.04144351],"study_design_scores_gemma":[0.000502661,0.0003022843,0.8602085,0.000444855,0.0001500758,0.000982736,0.003052984,0.00008467864,0.0001961298,0.001420426,0.1326216,0.00003297423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021404,0.01474215,0.001159087,0.008235387,0.000762186,0.001446898,0.1812383,0.0001663719,0.09010928],"genre_scores_gemma":[0.8641227,0.008531614,0.001738296,0.00430664,0.0004321812,0.002553285,0.06006106,0.0002359465,0.05801829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03706969,"threshold_uncertainty_score":0.07674026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258436755702395,"score_gpt":0.2345215317593252,"score_spread":0.2219371642023013,"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."}}