{"id":"W2806780895","doi":"10.1186/s12875-018-0767-9","title":"Assessing the representativeness of physician and patient respondents to a primary care survey using administrative data","year":2018,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Bruyère; University of Ottawa; Institute for Clinical Evaluative Sciences; Institute for Work & Health; Toronto Rehabilitation Institute; Carleton University; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Generalizability theory; Representativeness heuristic; Family medicine; Primary care; Health care; MEDLINE; Primary care physician","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002495055,0.0001728582,0.0003550098,0.00007981843,0.001046984,0.000050152,0.000472347,0.0001030634,0.00001003391],"category_scores_gemma":[0.003745386,0.0001296133,0.0000256818,0.0004432192,0.0001705278,0.001395715,0.001114844,0.0004278876,0.0000259932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416094,"about_ca_system_score_gemma":0.003976216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004687438,"about_ca_topic_score_gemma":0.0009972993,"domain_scores_codex":[0.9927447,0.005247017,0.0006251887,0.0005106726,0.0004781249,0.0003943112],"domain_scores_gemma":[0.9877285,0.009198466,0.0007340971,0.001177961,0.001028351,0.0001326123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007654444,0.0005268412,0.7576662,0.002702081,0.0003242305,0.00004622338,0.1312874,0.00001016546,0.0107683,0.0004247794,0.03893698,0.04965236],"study_design_scores_gemma":[0.0004851732,0.0002284067,0.8554301,0.0002285651,0.00007727854,0.000002483228,0.1130729,0.00003882469,0.000102241,0.0000190669,0.03016277,0.0001522059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695287,0.0007849043,0.001570463,0.001046534,0.0008506385,0.001452667,0.0004260442,0.00003117507,0.02430882],"genre_scores_gemma":[0.9447355,0.00004958453,0.01538988,0.03916961,0.0002905161,0.00004511833,0.0001714587,0.00003966158,0.0001086559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09776396,"threshold_uncertainty_score":0.805266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5367706731864752,"score_gpt":0.6016582601539748,"score_spread":0.06488758696749963,"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."}}