{"id":"W4386517151","doi":"10.1186/s13012-023-01292-1","title":"Proceedings of the 2nd Implementation Science Health Conference Australia: Sydney, NSW, Australia, 23-24 March 2023","year":2023,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Faculty of Medicine and Health, University of Sydney; Cancer Council NSW; National Health and Medical Research Council; University of Melbourne; University of New South Wales; University of Technology Sydney; NSW Agency for Clinical Innovation; University of Sydney; Hunter New England Local Health District; ACT Government; Hunter Medical Research Institute; Ingham Institute for Applied Medical Research; South Australian Health and Medical Research Institute","keywords":"Medicine; Public health; Health services research; Health informatics; Health administration; Health economics; Population health; Environmental health; Nursing","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":[0.02104295,0.0008728294,0.0007257333,0.0007136991,0.002943916,0.005073823,0.001660235,0.003185474,0.1709549],"category_scores_gemma":[0.01333838,0.0007859168,0.00095914,0.0005435533,0.002001157,0.002287016,0.007156911,0.005210181,0.02781745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005686506,"about_ca_system_score_gemma":0.02544659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945442,"about_ca_topic_score_gemma":0.05651942,"domain_scores_codex":[0.9939758,0.002667822,0.0002560695,0.000406007,0.001832453,0.0008618109],"domain_scores_gemma":[0.9904585,0.002053156,0.0002807874,0.0004772343,0.003202505,0.003527922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002205767,0.0004323498,0.001444683,0.000965337,0.00002957074,0.0002015491,0.004522071,0.0002727125,0.001103799,0.004299156,0.7954112,0.1910971],"study_design_scores_gemma":[0.00003154119,0.0001158948,0.006476124,0.0007548037,0.000008418812,0.00003230648,0.00195461,0.000199359,0.0002832558,0.001064653,0.9890642,0.00001495829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03081246,0.02658904,0.02100025,0.2875953,0.05227565,0.005415673,0.004717963,0.001253259,0.5703404],"genre_scores_gemma":[0.0263279,0.007905601,0.009308049,0.01385729,0.001889756,0.002545385,0.002364868,0.0003347118,0.9354664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1709549,"threshold_uncertainty_score":0.5719013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7997585896670333,"score_gpt":0.73904658513191,"score_spread":0.06071200453512327,"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."}}