{"id":"W4220928188","doi":"10.3399/bjgp22x719105","title":"The ethics of self-isolation","year":2022,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Isolation (microbiology); Medicine; Data science; Bioinformatics; Computer science; Biology","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":[0.02741484,0.0003354088,0.0006390407,0.0004511861,0.0110871,0.007241866,0.001412065,0.01142159,0.00307052],"category_scores_gemma":[0.02912952,0.0003672165,0.0005810523,0.0003393191,0.05526993,0.006439472,0.008842447,0.01834461,0.001114587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005164403,"about_ca_system_score_gemma":0.01205307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00821273,"about_ca_topic_score_gemma":0.007008559,"domain_scores_codex":[0.959041,0.02910802,0.0008709353,0.002053118,0.005004205,0.003922668],"domain_scores_gemma":[0.9764845,0.01280146,0.001420551,0.00224609,0.00240498,0.004642528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003736761,0.00003296799,0.0005069873,0.0000512347,0.00000955311,0.0002450788,0.01339609,0.00006827871,0.0001670831,0.9235423,0.05239863,0.009544446],"study_design_scores_gemma":[0.00003795115,0.00007479433,0.00092933,0.0005342728,0.00001089923,0.0007289558,0.008102294,0.0002704409,0.0003615863,0.4991089,0.4897992,0.00004131992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01364507,0.008267289,0.004666644,0.8234349,0.002770064,0.00003088814,0.00002235018,0.00003164838,0.1471312],"genre_scores_gemma":[0.6368267,0.004572808,0.003098431,0.3035227,0.002302474,0.0001485049,0.00002504952,0.00009946535,0.0494039],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02741484,"threshold_uncertainty_score":0.1449853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06924840380964359,"score_gpt":0.3617528567502264,"score_spread":0.2925044529405829,"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."}}