{"id":"W4213378060","doi":"10.26226/morressier.59d51843d462b80296ca3858","title":"Global barriers to access to insulin","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Business; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003910536,0.0001881614,0.0004039888,0.001822501,0.0005499518,0.00308637,0.0006276282,0.0006875464,0.02064771],"category_scores_gemma":[0.01815636,0.0002019087,0.0007629312,0.004812552,0.0008360565,0.002319857,0.002766288,0.001204935,0.001024658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889841,"about_ca_system_score_gemma":0.003111983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182277,"about_ca_topic_score_gemma":0.007185622,"domain_scores_codex":[0.9954686,0.00186188,0.0006328002,0.0004027334,0.001035362,0.0005986702],"domain_scores_gemma":[0.984335,0.01004922,0.003175568,0.0004917506,0.001245665,0.000702713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004453813,0.0001901124,0.3152184,0.01522816,0.0007519771,0.003056926,0.02983814,0.001061185,0.0008880785,0.06701019,0.08562519,0.4806863],"study_design_scores_gemma":[0.00005432877,0.0001638331,0.3734967,0.02242324,0.0003303961,0.002449278,0.03508805,0.0006139766,0.0005145155,0.01798445,0.5467734,0.0001078705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.440457,0.1622315,0.003172421,0.09929069,0.0008649798,0.0003384382,0.01719279,0.0001583508,0.2762938],"genre_scores_gemma":[0.9076096,0.074574,0.001937597,0.0066546,0.0002879743,0.0002014578,0.003080024,0.00007792011,0.005576719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02064771,"threshold_uncertainty_score":0.06907344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06981787497137502,"score_gpt":0.3823245020546414,"score_spread":0.3125066270832664,"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."}}