{"id":"W2886705318","doi":"10.1186/s13033-018-0223-1","title":"Forty years without mental hospitals in Italy","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Public health; Health administration; Medicine; Health care; Mental illness; Psychiatry; Environmental health; Nursing; Political science; Law","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":[0.0008494112,0.0002440314,0.0002736961,0.001056194,0.001478781,0.001705092,0.0003999834,0.0008995236,0.007595701],"category_scores_gemma":[0.002048598,0.0003219174,0.0006335691,0.001456553,0.001272701,0.000886793,0.002555024,0.001873304,0.001741416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746049,"about_ca_system_score_gemma":0.002731524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02863389,"about_ca_topic_score_gemma":0.03496446,"domain_scores_codex":[0.9986609,0.0002465689,0.0000620615,0.0001610017,0.000240483,0.0006290029],"domain_scores_gemma":[0.9982342,0.0001313611,0.000648089,0.0001123246,0.0001096487,0.0007645161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005304436,0.0005105521,0.6489643,0.0006061452,0.0001867665,0.005606387,0.0171137,0.0006668154,0.001626513,0.03515419,0.1612233,0.1278109],"study_design_scores_gemma":[0.0000422986,0.0001502272,0.8135421,0.000279433,0.00002527263,0.001180265,0.002253522,0.0001047124,0.00009723877,0.000685879,0.1816043,0.00003474539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806494,0.01609433,0.0002513758,0.0393884,0.001639313,0.00007958508,0.003586312,0.00008416769,0.05822708],"genre_scores_gemma":[0.9559678,0.008347327,0.0003148911,0.01162301,0.002013169,0.0001304469,0.002693909,0.00004597797,0.01886342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02863389,"threshold_uncertainty_score":0.05693448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410422692751606,"score_gpt":0.434835216662194,"score_spread":0.400730989734678,"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."}}