{"id":"W4327809160","doi":"10.1007/174_2022_372","title":"Endocrinological Disorders","year":2023,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Male Breast Health Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Gynecomastia; Medicine; Etiology; Radiation therapy; Estrogen; Liposuction; Hormonal therapy; Breast cancer; Disease; Hormone therapy; Gynecology; Hormone; Prostate cancer; Surgery; Cancer; Intensive care medicine; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003281764,0.0004010067,0.001354351,0.0002176316,0.00008554921,0.000002230411,0.0002121745,0.001283236,0.00886484],"category_scores_gemma":[0.001792156,0.0002981503,0.000271285,0.00004106735,0.001108253,0.000007524456,0.0002723861,0.001733098,0.003394665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103078,"about_ca_system_score_gemma":0.0004184785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000208107,"about_ca_topic_score_gemma":0.00004943147,"domain_scores_codex":[0.9972544,0.00005085051,0.0006195861,0.000663313,0.0007002122,0.0007116207],"domain_scores_gemma":[0.9979244,0.0007911869,0.0001337645,0.0004384888,0.00005523452,0.0006569105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004025362,0.0001002747,0.002603479,0.0008823288,0.0008879689,0.006613831,0.00008836528,3.905484e-7,0.00000193107,0.4920954,0.265156,0.2311675],"study_design_scores_gemma":[0.00144081,0.0008456494,0.01187903,0.0003628792,0.0001907307,0.004236149,0.00001215808,0.00003458926,2.493646e-7,0.02215964,0.9585075,0.0003306261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002142558,0.003125313,0.00007966335,0.05425725,0.001924315,0.0006558031,0.00002618257,0.0005988725,0.9391183],"genre_scores_gemma":[0.003106277,0.01550799,0.0001163843,0.005543736,0.002224006,0.00008675391,0.0001763142,0.0001206132,0.9731179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6933515,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886217564133998,"score_gpt":0.3195522538111469,"score_spread":0.2806900781698069,"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."}}