{"id":"W6939700861","doi":"10.6084/m9.figshare.c.3684205.v1","title":"Non-invasive optical spectroscopic monitoring of breast development during puberty","year":2017,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adipose tissue; Breast cancer; Palpation; Breast development; Breast tissue; Body mass index; Mammary tissue; Anthropometry","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":[0.0002608059,0.0002023329,0.0001372231,0.0004998377,0.0002582456,0.0003440613,0.000228002,0.0001613341,0.001131402],"category_scores_gemma":[0.0006470082,0.0001339674,0.0001151504,0.0005132684,0.0002032128,0.0001375434,0.0001999427,0.0001917889,0.0001380558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167302,"about_ca_system_score_gemma":0.0004060756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02165477,"about_ca_topic_score_gemma":0.0514781,"domain_scores_codex":[0.9998001,0.00004371395,0.000006319611,0.00004298831,0.000079241,0.00002762052],"domain_scores_gemma":[0.9995543,0.00008915825,0.0001494158,0.0000175168,0.0001409517,0.00004853973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002401576,0.0000614847,0.9208707,0.0001011002,0.00005338415,0.00007459435,0.0003324686,0.0001879952,0.05294759,0.00007819247,0.0004034783,0.02464895],"study_design_scores_gemma":[0.000006405422,0.00007898467,0.9920437,0.000007144804,0.00002275891,0.000170526,0.000226529,0.0006989383,0.00617469,0.00003362869,0.0005315625,0.000005082966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9951164,0.0005555846,0.001714682,0.00003014211,0.000007395565,0.00002809784,0.0007887403,0.00003315784,0.001725865],"genre_scores_gemma":[0.996264,0.0002313195,0.002241819,0.00002438364,0.000009111101,0.00002207532,0.0002924507,0.00000980497,0.0009049872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02165477,"threshold_uncertainty_score":0.0430575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136413093451601,"score_gpt":0.2281255393698847,"score_spread":0.2067614084353687,"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."}}