{"id":"W4408351540","doi":"10.1177/10398562251326063","title":"The NSW public psychiatric care crisis: For whom the bell tolls","year":2025,"lang":"en","type":"editorial","venue":"Australasian Psychiatry","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychiatry; Psychology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01839984,0.003069377,0.003921061,0.00647628,0.007417573,0.01941454,0.005755922,0.02761584,0.02792655],"category_scores_gemma":[0.08188291,0.001799791,0.002817069,0.003277089,0.004956153,0.007980569,0.004062556,0.02452475,0.0134776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009557408,"about_ca_system_score_gemma":0.02633869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911158,"about_ca_topic_score_gemma":0.06630448,"domain_scores_codex":[0.9782463,0.004365375,0.002087825,0.001355582,0.01244635,0.001498643],"domain_scores_gemma":[0.8857021,0.02713674,0.005293913,0.002410508,0.06058392,0.01887276],"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":[0.000007521051,0.000006003457,0.00002267566,0.0001745385,0.000008737128,0.0000473547,0.00003415078,0.000006269916,0.00001024396,0.0001053234,0.9975647,0.00201253],"study_design_scores_gemma":[0.00003330024,0.00001331989,0.0003580552,0.001429601,0.00004025619,0.0001632093,0.000390227,0.00007663618,0.00003147819,0.0008731877,0.9965615,0.00002921244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002977531,0.004334311,0.00004671581,0.0769795,0.9169195,0.00001837648,0.00003454883,0.00003210293,0.001605222],"genre_scores_gemma":[0.0005310387,0.005782799,0.0000977441,0.03139141,0.950487,0.00003135102,0.00003228725,0.00004516653,0.01160102],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02792655,"threshold_uncertainty_score":0.09730881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333550401410557,"score_gpt":0.4238761554849044,"score_spread":0.3905406514707988,"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."}}