{"id":"W2314279571","doi":"10.7748/mhp2008.09.12.1.28.c6691","title":"Evaluating the investment: a survey of non-medical prescribing","year":2008,"lang":"en","type":"article","venue":"Mental Health Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Mental health; Gauge (firearms); Perception; Psychology; Nursing; Family medicine; Business; Medicine; Psychiatry; Geography; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01820702,0.000154911,0.0003229722,0.00005318084,0.002943879,0.000007991873,0.0003199592,0.0001434758,0.0006921536],"category_scores_gemma":[0.008727525,0.0001093012,0.00003853395,0.0003687075,0.0001691819,0.0005311542,0.0001858582,0.001305511,0.0002098232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565137,"about_ca_system_score_gemma":0.002586605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03689275,"about_ca_topic_score_gemma":0.001115265,"domain_scores_codex":[0.988955,0.007929825,0.001000263,0.0002919814,0.001188128,0.0006347622],"domain_scores_gemma":[0.9881318,0.009512753,0.001346392,0.0004339917,0.0002795846,0.0002955444],"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":[0.00644734,0.002835035,0.1757835,0.002260998,0.0003412306,0.0000406068,0.2034463,0.00004132545,0.0005389425,0.001727664,0.5295106,0.07702643],"study_design_scores_gemma":[0.004991258,0.003479793,0.2482085,0.002476843,0.00008387905,0.0002797556,0.02718931,0.01060772,0.0000716483,0.0001061128,0.7020497,0.0004554597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8127225,0.003641432,0.0002390749,0.1189801,0.00402507,0.003533572,0.0001049808,0.00009935939,0.05665392],"genre_scores_gemma":[0.898236,0.001530921,0.005451917,0.09088162,0.0005172945,0.0001758977,0.00009364889,0.00006351453,0.003049169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176257,"threshold_uncertainty_score":0.9996224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2989315850336401,"score_gpt":0.5783978916300953,"score_spread":0.2794663065964552,"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."}}