{"id":"W2558921361","doi":"10.7203/metode.7.8155","title":"The science of difference: The invisibility of women in health sciences","year":2016,"lang":"en","type":"article","venue":"Mètode Revista de difusió de la investigació","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Invisibility; Health science; Biomedical sciences; Psychology; Sociology; Medicine; Medical education; Physics; Nursing; Optics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01670851,0.0001363815,0.0004168699,0.0001380008,0.0003180481,0.00004638767,0.0006382381,0.00006984196,0.00001448217],"category_scores_gemma":[0.006207887,0.00006047487,0.00006469672,0.001098395,0.006150494,0.00006210415,0.0001321222,0.0002318082,0.000001392882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007135074,"about_ca_system_score_gemma":0.0037778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008865835,"about_ca_topic_score_gemma":0.0000582949,"domain_scores_codex":[0.9967075,0.0007480787,0.0006871421,0.0003744597,0.000605036,0.0008777796],"domain_scores_gemma":[0.9966929,0.00170048,0.0002865929,0.0007874936,0.0001490535,0.0003835063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006024204,0.00008403792,0.8927476,0.0007443714,0.00001106032,0.000002955438,0.006414374,0.000006355625,0.01402694,0.0478913,0.00007599231,0.03793478],"study_design_scores_gemma":[0.0005527792,0.0003757746,0.9619136,0.0009314602,0.000007295627,0.00003317797,0.002124167,0.0002791236,0.004292344,0.02679942,0.002587727,0.0001030928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874257,0.003235006,0.00005904392,0.008226042,0.00004065485,0.0004224973,0.000007977182,0.00001562403,0.0005673916],"genre_scores_gemma":[0.9975019,0.001009004,0.0003581301,0.0009543666,0.00003301405,0.00004032665,3.506581e-7,0.000008217373,0.00009472813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06916606,"threshold_uncertainty_score":0.9965542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081703096269267,"score_gpt":0.3636898080681767,"score_spread":0.3128727771054841,"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."}}