{"id":"W2888624010","doi":"","title":"Recognition and elimination of the stigma associated with aging among Canadian physicians - preliminary findings","year":2017,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Memorial University of Newfoundland","funders":"","keywords":"Stigma (botany); Psychology; Medicine; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004344092,0.0002793433,0.000298293,0.001422816,0.00711454,0.002249452,0.001011135,0.0006920904,0.002931684],"category_scores_gemma":[0.01379632,0.0002077006,0.0004134513,0.002477164,0.001423406,0.000816314,0.001940347,0.0008191859,0.0001469782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03829847,"about_ca_system_score_gemma":0.1320779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975994,"about_ca_topic_score_gemma":0.9864753,"domain_scores_codex":[0.9975787,0.0003582677,0.000103086,0.0001558917,0.001113368,0.0006907202],"domain_scores_gemma":[0.9913556,0.001653607,0.001031935,0.0002379125,0.004552254,0.001168757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000337439,0.0002764043,0.5545814,0.002458235,0.0000709204,0.00106886,0.2166549,0.0001798163,0.001987437,0.002432768,0.01302218,0.2069296],"study_design_scores_gemma":[0.00001792328,0.00009657728,0.7955946,0.0007444408,0.00006987884,0.0002372933,0.1786819,0.0001771581,0.0005969509,0.0002285573,0.02351958,0.00003510908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525566,0.00437473,0.000337852,0.008028577,0.00007077523,0.0004259383,0.001113536,0.00002272615,0.03306917],"genre_scores_gemma":[0.9931578,0.002294951,0.0008539007,0.001000887,0.00002184743,0.0001048217,0.0002707024,0.000003392913,0.00229159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03829847,"threshold_uncertainty_score":0.2778761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035113928788232,"score_gpt":0.2559901849295415,"score_spread":0.2356390456416591,"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."}}