{"id":"W2139449376","doi":"10.1186/1472-698x-12-1","title":"Critical care resources in the Solomon Islands: a cross-sectional survey","year":2012,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Context (archaeology); Health care; Malaria; Public health; Medical emergency; Intensive care medicine; Family medicine; Environmental health; Nursing; Economic growth; Geography","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":[0.003559702,0.0001467852,0.000249772,0.0001374911,0.002069873,0.00002287569,0.0002628221,0.0002185418,0.0003295956],"category_scores_gemma":[0.0004992256,0.00009476646,0.00004488651,0.00007894562,0.0001681001,0.0001786076,0.00006951563,0.0006903862,0.0001508102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590258,"about_ca_system_score_gemma":0.0002179815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01078728,"about_ca_topic_score_gemma":0.04748914,"domain_scores_codex":[0.995607,0.002095119,0.0008124173,0.0002778684,0.0003029842,0.0009046386],"domain_scores_gemma":[0.9966639,0.002353022,0.000172916,0.0001711206,0.0002283868,0.0004106265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575009,0.00005859327,0.9179766,0.0002437315,0.000002652189,8.637719e-7,0.008869782,5.697089e-7,7.557229e-8,0.07038359,0.002282272,0.00002372716],"study_design_scores_gemma":[0.000631125,0.0001497763,0.9502172,0.00005447053,0.000001016705,0.00001055551,0.001327508,0.0000215931,5.491985e-8,0.005522188,0.0419772,0.00008734575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699783,0.001402213,0.00004566322,0.0007786502,0.002044762,0.000471485,0.0001522121,0.00003383654,0.02509293],"genre_scores_gemma":[0.9916521,0.00001622409,0.0001211446,0.005768344,0.001561253,0.0001061353,0.0003308391,0.000008587373,0.0004353992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06486141,"threshold_uncertainty_score":0.9992293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1907530488357398,"score_gpt":0.5423150954709761,"score_spread":0.3515620466352363,"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."}}