{"id":"W2132219172","doi":"10.1080/01947648.2011.550823","title":"Health Resource Allocation","year":2011,"lang":"en","type":"article","venue":"Journal of Legal Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Resource allocation; Business; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004819774,0.0008695795,0.000847655,0.003208674,0.001121375,0.005300814,0.001513184,0.00237639,0.0723628],"category_scores_gemma":[0.02034261,0.0004351024,0.0008472238,0.003550928,0.001248087,0.002317445,0.002724752,0.002182146,0.01020418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007769857,"about_ca_system_score_gemma":0.01175745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483136,"about_ca_topic_score_gemma":0.006870103,"domain_scores_codex":[0.9924124,0.00282886,0.0003071192,0.0006729771,0.002163808,0.001614847],"domain_scores_gemma":[0.9957461,0.001278677,0.0002929793,0.0004936566,0.001538499,0.0006501568],"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":[0.0001326141,0.0001055347,0.002933141,0.0002874908,0.000126145,0.00008831805,0.0002266477,0.007792095,0.0002512978,0.6627056,0.1516614,0.1736897],"study_design_scores_gemma":[0.0001245642,0.0001292627,0.007407595,0.0007148771,0.00008085171,0.0003104328,0.0006498703,0.008760369,0.0005441221,0.3174658,0.6637546,0.00005759071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01103874,0.006814316,0.05360635,0.03410642,0.001836415,0.001515437,0.007274692,0.0005673067,0.8832403],"genre_scores_gemma":[0.5950348,0.01213249,0.03044813,0.01393042,0.002509466,0.002765504,0.007517613,0.0003265528,0.335335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0723628,"threshold_uncertainty_score":0.2420776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162429688585241,"score_gpt":0.3038937577194877,"score_spread":0.1876507888609637,"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."}}