{"id":"W2768524449","doi":"10.12968/bjon.2017.26.21.1150","title":"What makes a difference?","year":2017,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital","funders":"","keywords":"Inclusion (mineral); Library science; Diversity (politics); MEDLINE; Ethnic group; Medicine; Political science; Sociology; Computer science; Social science; Law","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":[0.01121026,0.0003403823,0.0007608638,0.001452813,0.007684134,0.01153682,0.001173409,0.003952209,0.01745803],"category_scores_gemma":[0.03662558,0.000233655,0.0004414662,0.001399792,0.02169893,0.0142446,0.006013267,0.008933875,0.002468201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003979746,"about_ca_system_score_gemma":0.009057926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008761673,"about_ca_topic_score_gemma":0.01210406,"domain_scores_codex":[0.9859123,0.007645574,0.0004213371,0.0008522169,0.002784685,0.002384006],"domain_scores_gemma":[0.9812004,0.008284232,0.001098624,0.0007135719,0.00212135,0.006581935],"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":[0.0002669223,0.0003186018,0.02951366,0.0006796075,0.0001687763,0.0007864115,0.1411932,0.00008451212,0.0006165712,0.3849322,0.2440102,0.1974294],"study_design_scores_gemma":[0.00005296952,0.00009188397,0.01835526,0.001816421,0.0000770616,0.0007604365,0.27758,0.00009166341,0.0003078971,0.2994938,0.4013004,0.00007229291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04438636,0.01490943,0.0005646307,0.8400236,0.009958767,0.00001356028,0.00009578494,0.00002281782,0.09002507],"genre_scores_gemma":[0.8513967,0.009951409,0.0006007666,0.1171103,0.003772969,0.00005307091,0.00009668125,0.00008517026,0.01693294],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01745803,"threshold_uncertainty_score":0.05928624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1980821695625976,"score_gpt":0.3737640007994217,"score_spread":0.1756818312368242,"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."}}