{"id":"W2091770284","doi":"10.1503/cmaj.061599","title":"The medical view from 34 000 feet","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Health care; Contrast (vision); Medical care; Computer science; Medicine; Family medicine; Political science; History; Artificial intelligence; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003938991,0.0004451023,0.0003367494,0.0005668811,0.004683545,0.002831066,0.0005991009,0.004049181,0.1429737],"category_scores_gemma":[0.002582564,0.0002174335,0.0003687133,0.0004364925,0.001465022,0.001813241,0.001992245,0.008754652,0.0438085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015776,"about_ca_system_score_gemma":0.004242878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.127651,"about_ca_topic_score_gemma":0.2418414,"domain_scores_codex":[0.9993186,0.00006360656,0.00001473958,0.00007941591,0.0003440562,0.0001795775],"domain_scores_gemma":[0.9988862,0.00008454941,0.00002750966,0.00003731183,0.0004340089,0.0005304303],"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":[0.000009639088,0.000003431519,0.0001093337,0.00001298732,0.000001637404,0.0000889831,0.0000718384,0.000003988185,0.00005993113,0.001232116,0.9904448,0.0079614],"study_design_scores_gemma":[0.000003229501,0.000005825144,0.0004010786,0.00005229153,0.000001903878,0.0001556696,0.0003139749,0.000007057714,0.00002112876,0.0003683103,0.9986657,0.000003788206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001791836,0.01907874,0.000215303,0.7176471,0.05502433,0.0000108977,0.0005853662,0.000223897,0.2054225],"genre_scores_gemma":[0.01945635,0.009732169,0.0002227218,0.3042429,0.01921014,0.000009329449,0.0003064994,0.0001225563,0.6466974],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1429737,"threshold_uncertainty_score":0.4782948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424114775458168,"score_gpt":0.3897387954070852,"score_spread":0.3654976476525035,"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."}}