{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.02000351,0.0003572906,0.0004632039,0.001461193,0.005565739,0.0002644539,0.002672945,0.00008928579,0.003918649],"category_scores_gemma":[0.001431423,0.000296883,0.00009639656,0.01555312,0.002950254,0.002864987,0.001139199,0.000632519,0.001034611],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599399,"about_ca_system_score_gemma":0.009275054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00760824,"about_ca_topic_score_gemma":0.003664569,"domain_scores_codex":[0.98827,0.0003672777,0.002647408,0.001289656,0.004379031,0.00304664],"domain_scores_gemma":[0.9936019,0.0007075014,0.001621721,0.0006735608,0.00253157,0.0008637288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004117458,0.00005842048,0.3992345,0.0007714282,0.00001930566,0.000001501742,0.04716026,0.00001790769,0.2451499,0.06413191,0.2371214,0.00629232],"study_design_scores_gemma":[0.001798951,0.0002548497,0.8659052,0.0001513277,0.00001582182,0.000006591382,0.08076929,0.0001329176,0.02311566,0.001624139,0.02585013,0.0003751633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602636,0.000002670734,0.0001268017,0.03155324,0.002009464,0.004296276,0.000679985,0.0001571507,0.0009108236],"genre_scores_gemma":[0.9908974,0.00002872555,0.001186931,0.00412775,0.0001658031,0.0006506498,0.00004026454,0.00002522219,0.0028773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666707,"threshold_uncertainty_score":0.9999483,"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."}}