{"id":"W2538534428","doi":"","title":"First International Conference: Symptom, Diagnostic and Disability Validity: Improving Patient Outcomes, Markham (Toronto), Ontario, Canada, 26-29 September","year":2002,"lang":"en","type":"article","venue":"","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Psychology; Family medicine","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":[0.01065844,0.001663224,0.00154447,0.001582527,0.005012967,0.003372972,0.002279286,0.004763536,0.02721003],"category_scores_gemma":[0.009157581,0.0008336337,0.001297828,0.00191021,0.002736066,0.00119649,0.002243793,0.004929542,0.005617572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02047331,"about_ca_system_score_gemma":0.05995704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.751543,"about_ca_topic_score_gemma":0.9275881,"domain_scores_codex":[0.9968063,0.0006914265,0.0001752655,0.0002736984,0.001224517,0.0008288308],"domain_scores_gemma":[0.9848957,0.00119102,0.0002221553,0.0002348964,0.008386011,0.00507018],"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":[0.0003503712,0.00008730967,0.002395932,0.0002373284,0.00003827891,0.00006694379,0.00024989,0.0001975441,0.0002227397,0.0003092543,0.9675773,0.02826705],"study_design_scores_gemma":[0.0006990804,0.0004302345,0.09615467,0.001651085,0.0002608728,0.0003127707,0.002108939,0.00111348,0.001258425,0.001552851,0.8943555,0.0001020023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03172487,0.1756363,0.008908615,0.5356894,0.09999079,0.003649483,0.02153537,0.0006296124,0.1222356],"genre_scores_gemma":[0.127354,0.08579756,0.01736937,0.02382996,0.02983233,0.002279715,0.01963602,0.0007638201,0.6931372],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.248457,"threshold_uncertainty_score":0.4998404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092642885083756,"score_gpt":0.3355792361421491,"score_spread":0.2846528072913116,"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."}}