{"id":"W4246026472","doi":"10.1007/978-1-349-94186-5_535","title":"Haematology Society of Australia and New Zealand (HSANZ)","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian National University; John Simon Guggenheim Memorial Foundation; Harry Frank Guggenheim Foundation; Heart and Stroke Foundation of Canada","keywords":"Hematology; Internal medicine; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001164685,0.0003702145,0.0008655192,0.0001113701,0.00004387705,0.000008933734,0.00008138703,0.000569729,0.001507504],"category_scores_gemma":[0.00001956754,0.0002977803,0.0004136855,0.00001266676,0.0005938736,3.86945e-7,0.00007112826,0.0002478014,0.00005885887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002501905,"about_ca_system_score_gemma":0.0001023368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002507116,"about_ca_topic_score_gemma":0.00009685061,"domain_scores_codex":[0.9985524,0.00001553821,0.0004817922,0.0004357423,0.0002584162,0.0002561447],"domain_scores_gemma":[0.9988909,0.00006896807,0.0002582758,0.0004115615,0.000138626,0.0002316311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005009189,0.000005107155,0.009795568,0.0058111,0.001880556,0.00006849939,0.0052077,1.77212e-7,0.003243862,0.9253731,0.02793005,0.02018336],"study_design_scores_gemma":[0.001893529,0.001005491,0.01221187,0.0007490236,0.0004807779,0.0001612978,0.00007633236,0.00001014128,0.0001771929,0.9698488,0.01294282,0.0004427764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07938617,0.002210945,0.0001261485,0.0009872876,0.0005332548,0.002103486,0.0001219379,0.0001091664,0.9144216],"genre_scores_gemma":[0.9037197,0.0001760676,0.001492233,0.0001360861,0.0002809174,0.000006591998,0.00008583556,0.00006168183,0.09404084],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8243335,"threshold_uncertainty_score":0.9999474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360415395666271,"score_gpt":0.2871880906920302,"score_spread":0.2535839367353675,"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."}}