{"id":"W2623564874","doi":"10.1001/jama.2017.3102","title":"It’s a Beautiful Thing","year":2017,"lang":"ru","type":"article","venue":"JAMA","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine","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":[0.002765421,0.00145391,0.0006868931,0.00119484,0.00438967,0.01085859,0.001329274,0.00335989,0.2864864],"category_scores_gemma":[0.01488962,0.000539404,0.001254486,0.0009101558,0.002403181,0.009509645,0.006089107,0.005811992,0.2808884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006419738,"about_ca_system_score_gemma":0.001512945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498765,"about_ca_topic_score_gemma":0.003294177,"domain_scores_codex":[0.9969071,0.0008058479,0.0000903047,0.000284591,0.001544732,0.0003675568],"domain_scores_gemma":[0.988727,0.001568458,0.000477826,0.001888167,0.00338356,0.003955003],"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":[0.00001094951,0.00002805189,0.0001272842,0.00005815132,0.000006648177,0.00006215251,0.0002420055,0.00001437605,0.0001593315,0.000867635,0.9683542,0.03006924],"study_design_scores_gemma":[0.000006661274,0.00001617701,0.0002303423,0.0001108106,0.000003719173,0.0002933387,0.0005320585,0.00001819328,0.00008319382,0.0008891192,0.9977987,0.00001753995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002967895,0.007357053,0.01046276,0.18141,0.1086119,0.0002991742,0.0008439742,0.0120311,0.6760161],"genre_scores_gemma":[0.01210871,0.00329052,0.008794826,0.06418447,0.0154248,0.0001892586,0.0004484368,0.003141933,0.8924172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2864864,"threshold_uncertainty_score":0.9583926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639621554684248,"score_gpt":0.3533660126203363,"score_spread":0.2969697970734938,"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."}}