{"id":"W7064618999","doi":"","title":"Best Practices in Use of Involuntary Outpatient Treatment","year":2019,"lang":"en","type":"article","venue":"Otago University Research Archive (University of Otago)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Liquation; Dysgeusia; Pretext; Proteogenomics; Hyporeflexia","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":[],"consensus_categories":[],"category_scores_codex":[0.0002093215,0.0001209379,0.0002423902,0.0007546363,0.00008439057,0.000009103435,0.0002961609,0.00007488901,0.0001791084],"category_scores_gemma":[0.00004192361,0.0001562832,0.0000931566,0.0004934617,0.0002033313,0.0007072399,0.0001126598,0.0002640514,0.00006613739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054132,"about_ca_system_score_gemma":0.0001075946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133946,"about_ca_topic_score_gemma":0.006051786,"domain_scores_codex":[0.9988245,0.000171092,0.000111964,0.0002293945,0.0003465857,0.0003164122],"domain_scores_gemma":[0.9988162,0.0005561728,0.00008645473,0.0002873888,0.0001328806,0.000120939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002282416,0.002865229,0.7928191,0.001159237,0.000818971,0.0004743219,0.03389204,0.03857798,0.09219406,0.00669891,0.001708109,0.0265096],"study_design_scores_gemma":[0.008866698,0.004888939,0.5022621,0.0009631477,0.0001861853,0.000007581636,0.03846265,0.1079383,0.003941658,0.0006927991,0.3307916,0.0009984053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858808,0.00005030352,0.00124794,0.00006675764,0.00006346885,0.0005400969,0.000245125,0.00001943047,0.01188608],"genre_scores_gemma":[0.9957832,0.001540841,0.001837515,0.000001465685,0.000006012042,1.447542e-7,0.00006752297,0.00001016377,0.0007531072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290834,"threshold_uncertainty_score":0.9931753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07694867898389966,"score_gpt":0.2679225982889014,"score_spread":0.1909739193050017,"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."}}