{"id":"W2034793337","doi":"10.1136/bmj.c482","title":"The real irony of The Doctor","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irony; History; Linguistics; Philosophy","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":[0.001414545,0.0002685256,0.000454811,0.0004767928,0.002488653,0.002136908,0.0005827578,0.002799086,0.0532966],"category_scores_gemma":[0.0137854,0.0002576014,0.0004024206,0.0004498115,0.002267935,0.001929993,0.001711774,0.004897431,0.01218479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146025,"about_ca_system_score_gemma":0.0038978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551999,"about_ca_topic_score_gemma":0.02542407,"domain_scores_codex":[0.9977881,0.0007425116,0.0001009373,0.0002763048,0.0006940289,0.0003980884],"domain_scores_gemma":[0.9926378,0.0009297852,0.0005685495,0.0003681871,0.001533677,0.003961932],"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":[0.00006178231,0.00005004353,0.009613408,0.0001606487,0.00003593866,0.0008977652,0.0009455177,0.00003682413,0.0001801403,0.003663467,0.9432582,0.04109633],"study_design_scores_gemma":[0.00003424623,0.00007915634,0.008702666,0.0007522395,0.00002042318,0.003340501,0.003965281,0.00006279681,0.00009029805,0.00299287,0.9799287,0.00003067444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01597219,0.01988891,0.0007093329,0.8258875,0.03726848,0.00005183909,0.0006950946,0.0001753276,0.09935125],"genre_scores_gemma":[0.2024658,0.02016369,0.001637577,0.6075135,0.01745256,0.00004687959,0.0005339242,0.0001575579,0.1500284],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0532966,"threshold_uncertainty_score":0.1782949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101045368323541,"score_gpt":0.4451949442696631,"score_spread":0.3441495759461221,"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."}}