{"id":"W4413733003","doi":"10.64628/aam.whqsp7qwt","title":"Women in health, science and innovation are collaborating globally","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health science; Business; Medicine; Medical education","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":[],"consensus_categories":[],"category_scores_codex":[0.008482592,0.0007702818,0.0009457375,0.002065673,0.003688631,0.01125415,0.0006751717,0.004495095,0.0570774],"category_scores_gemma":[0.02757225,0.0004446672,0.0007089069,0.003660412,0.00519067,0.009068931,0.009299551,0.003727509,0.009836745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246833,"about_ca_system_score_gemma":0.004919641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444368,"about_ca_topic_score_gemma":0.00275324,"domain_scores_codex":[0.9933119,0.003777144,0.0001872347,0.0007462007,0.001034341,0.0009430932],"domain_scores_gemma":[0.9797686,0.01061539,0.001905069,0.002463559,0.001623078,0.003624224],"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":[0.0001979255,0.00007435335,0.01136056,0.0007297063,0.0002719551,0.0007997807,0.01688762,0.0005469677,0.001998078,0.7084658,0.1492735,0.1093937],"study_design_scores_gemma":[0.00006351813,0.00003855561,0.003717367,0.0003819547,0.00009353128,0.0003067767,0.008331405,0.0003277169,0.0007922654,0.2993289,0.6865827,0.00003536992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05057239,0.01259951,0.03023398,0.4449626,0.007747503,0.00009591856,0.001635829,0.0008999301,0.4512525],"genre_scores_gemma":[0.7026979,0.01480733,0.01925992,0.04029075,0.006334814,0.0003435564,0.001260069,0.001071865,0.2139338],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0570774,"threshold_uncertainty_score":0.1909429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07134641749156426,"score_gpt":0.4098643659967249,"score_spread":0.3385179485051606,"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."}}