{"id":"W3168716819","doi":"10.1126/science.aba6990","title":"Who do we invent for? Patents by women focus more on women’s health, but few women get to invent","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Harvard Business School","keywords":"Perspective (graphical); Identity (music); Representation (politics); Sociology; Medicine; Public relations; Psychology; Political science; Law; Aesthetics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004458365,0.0001614777,0.0004026808,0.001716378,0.0007633279,0.002315493,0.0004572551,0.0007482294,0.009430181],"category_scores_gemma":[0.01905645,0.0001550159,0.0005389737,0.001804498,0.0009704905,0.003447819,0.000718598,0.0009472584,0.001850319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007716384,"about_ca_system_score_gemma":0.001161776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004489636,"about_ca_topic_score_gemma":0.005845126,"domain_scores_codex":[0.9983204,0.0003912456,0.0001377373,0.0003688396,0.0003653114,0.0004163791],"domain_scores_gemma":[0.9792023,0.01035963,0.007062985,0.000730816,0.00102745,0.001616814],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001661242,0.00008836546,0.7730194,0.0003445419,0.0001466698,0.0003348419,0.004428972,0.0001338385,0.001283886,0.005137024,0.008990969,0.2059253],"study_design_scores_gemma":[0.00005554076,0.0003191195,0.9014143,0.001094248,0.0002793568,0.001637068,0.01134155,0.0003715489,0.002460126,0.009358951,0.07161766,0.00005041899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884354,0.02863902,0.003017883,0.04302788,0.000558714,0.00005568461,0.001861273,0.0000471578,0.03843837],"genre_scores_gemma":[0.9851049,0.006763285,0.0006031425,0.003384215,0.0002599017,0.0000250242,0.0002845435,0.00001890292,0.003556164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9982836,"threshold_uncertainty_score":0.03154707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640368093210005,"score_gpt":0.3660075360982353,"score_spread":0.3196038551661352,"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."}}