{"id":"W2142882030","doi":"10.1136/bmj.332.7533.103","title":"An unexpected response","year":2006,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Wife; Subject (documents); Work (physics); Medical education; Medicine; Media studies; Psychology; Sociology; Library science; Engineering; Political science; Law; Computer science","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":[0.007743796,0.0009929129,0.00106417,0.0008594954,0.004106371,0.004721875,0.002766822,0.04444615,0.02915787],"category_scores_gemma":[0.05784979,0.0007216205,0.001530737,0.0007793237,0.003388158,0.003928839,0.003804586,0.04798003,0.0189987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004333608,"about_ca_system_score_gemma":0.00763104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003409752,"about_ca_topic_score_gemma":0.004046159,"domain_scores_codex":[0.992344,0.002269391,0.0006547314,0.0008523272,0.002753509,0.001126037],"domain_scores_gemma":[0.9718817,0.009864844,0.001465708,0.001305643,0.008014931,0.007467083],"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":[0.00004054818,0.00001504035,0.000211627,0.00005544109,0.00000852312,0.0004360303,0.0001731144,0.00001492222,0.0001365138,0.0006505336,0.995103,0.003154797],"study_design_scores_gemma":[0.00004543293,0.00005721121,0.0008824216,0.0001541512,0.00001271481,0.0006938869,0.001012826,0.00007465393,0.0002056737,0.001271497,0.9955431,0.00004659745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004514272,0.0005442105,0.0001211591,0.9353678,0.06049779,0.00003668189,0.0002183457,0.0001119047,0.002650538],"genre_scores_gemma":[0.002665047,0.0003678271,0.0001487719,0.9721553,0.01754256,0.00008238653,0.00006878337,0.00004933836,0.006919847],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04444615,"threshold_uncertainty_score":0.09754282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110582704862306,"score_gpt":0.513291959678698,"score_spread":0.4022336891924674,"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."}}