{"id":"W4405828195","doi":"10.53555/sfs.v11i4.3251","title":"Health Information Systems for Evidence-Based Social Work Practices","year":2024,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Social work; Computer science; Knowledge management; Data science; Psychology; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1867832,0.002201585,0.006652696,0.03126869,0.002534901,0.01466164,0.005611537,0.00703719,0.02353981],"category_scores_gemma":[0.3810498,0.001978387,0.01100948,0.02306864,0.005938493,0.01521883,0.01412072,0.009077198,0.003076456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01405189,"about_ca_system_score_gemma":0.05213014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00467734,"about_ca_topic_score_gemma":0.005583739,"domain_scores_codex":[0.740082,0.1736121,0.05403359,0.006163086,0.02445395,0.00165528],"domain_scores_gemma":[0.4036981,0.4852871,0.03931134,0.02905275,0.03776172,0.004889048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002578213,0.0002878443,0.002174203,0.2667384,0.00552346,0.0001209596,0.002091902,0.001992994,0.0003283923,0.07331599,0.04914724,0.5980208],"study_design_scores_gemma":[0.0006405122,0.0004892634,0.006829306,0.6074943,0.004849217,0.00024365,0.001544768,0.001839457,0.0005784013,0.1060765,0.2691852,0.0002294188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003188871,0.7129018,0.06502809,0.1371982,0.008641439,0.009436606,0.01028212,0.001690842,0.05163218],"genre_scores_gemma":[0.09499714,0.3849576,0.4560057,0.02902045,0.004640948,0.02169565,0.006623772,0.0003259293,0.00173282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1867832,"threshold_uncertainty_score":0.987816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.427065081483792,"score_gpt":0.4524228544944601,"score_spread":0.02535777301066805,"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."}}