{"id":"W7046608534","doi":"","title":"The drive towards sustainable health systems needs an alignment: Where are the innovations in health systems planning?","year":2017,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Healthcare system; Health care; Order (exchange); Workforce; Health services; Systems research; Health policy; Workforce planning","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":[0.07649652,0.001181926,0.001653002,0.004503672,0.01730785,0.04609111,0.003879918,0.01384786,0.006803938],"category_scores_gemma":[0.07036209,0.001251409,0.001332992,0.008970363,0.07151592,0.03635624,0.02189131,0.0182552,0.001308538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06604272,"about_ca_system_score_gemma":0.1908427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08424542,"about_ca_topic_score_gemma":0.09710122,"domain_scores_codex":[0.9253116,0.04506037,0.002674732,0.002799413,0.01327231,0.01088172],"domain_scores_gemma":[0.9102825,0.05636832,0.00666829,0.00479563,0.01088838,0.01099685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005307257,0.0001976628,0.005498541,0.001523642,0.00008089878,0.0006060214,0.04856554,0.004575454,0.0006147395,0.7736758,0.02079933,0.1438093],"study_design_scores_gemma":[0.00005457289,0.0001472943,0.005180066,0.002693206,0.00005846537,0.0002648201,0.09101565,0.002569648,0.0009826471,0.6683352,0.2285016,0.0001968141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01832623,0.01005767,0.03298616,0.8694443,0.001222525,0.0003397191,0.0000705297,0.0001600587,0.06739284],"genre_scores_gemma":[0.8328769,0.02393698,0.08558653,0.04499128,0.00102252,0.0007055881,0.0000957715,0.0002112038,0.01057315],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08424542,"threshold_uncertainty_score":0.4791757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159635844080363,"score_gpt":0.263152997361086,"score_spread":0.2471894129530497,"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."}}