{"id":"W2620860449","doi":"10.1097/01.acm.0000520609.85345.87","title":"Commentary on “Greener, Brighter”","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Conversation; Stigma (botany); Meaning (existential); Psychology; Disease; Perspective (graphical); Medicine; Social psychology; Psychiatry; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007118116,0.001965439,0.002281875,0.001593464,0.009831276,0.00556062,0.007798668,0.05933737,0.0131163],"category_scores_gemma":[0.05782678,0.001186205,0.002678353,0.001568416,0.01006489,0.007787239,0.004961424,0.0840951,0.008681566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223011,"about_ca_system_score_gemma":0.01484114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0427287,"about_ca_topic_score_gemma":0.04128489,"domain_scores_codex":[0.9898168,0.004033098,0.0006993584,0.001279502,0.002877354,0.001293995],"domain_scores_gemma":[0.9736707,0.01467193,0.001059578,0.0006480204,0.007507024,0.002442817],"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":[0.0000197663,0.000003400774,0.00002662031,0.00007168071,0.000004341028,0.0002475464,0.0003439217,0.00001114636,0.0000301694,0.0006313401,0.9977371,0.0008730092],"study_design_scores_gemma":[0.00003519029,0.00002665232,0.0003444026,0.0007536616,0.00001824877,0.0006261521,0.001947993,0.00007558605,0.0001421347,0.001823668,0.9941506,0.00005572165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001605909,0.001581028,0.00007170899,0.8636354,0.1319285,0.00002868399,0.00009360199,0.00002846001,0.002472116],"genre_scores_gemma":[0.001646104,0.0008829754,0.00006050986,0.9426479,0.04988644,0.00008930454,0.00002591617,0.00003981465,0.004721059],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05933737,"threshold_uncertainty_score":0.08873612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296243547087249,"score_gpt":0.4875445415240452,"score_spread":0.3579201868153203,"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."}}