{"id":"W1965218762","doi":"10.1136/bmj.327.7405.55-e","title":"Robert Allardyce Main","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001910372,0.00006865066,0.0001965606,0.00003924796,0.00004745668,9.164339e-7,0.00002410377,0.00005330365,0.0001873822],"category_scores_gemma":[0.0002459203,0.00005447098,0.00004331474,0.00006266022,0.00006609621,0.00001165528,0.000008696319,0.00009518473,0.0003443484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000324846,"about_ca_system_score_gemma":0.00008151533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003546642,"about_ca_topic_score_gemma":0.00000360631,"domain_scores_codex":[0.9994228,0.00003574271,0.0001513056,0.0001154333,0.0001221343,0.0001525446],"domain_scores_gemma":[0.9996019,0.00003588413,0.00002952893,0.0002192737,0.0000280118,0.00008542977],"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":[0.00001753056,0.00003066412,0.004953705,0.0000251125,0.00003783763,0.0003636129,0.00009377804,1.730538e-7,0.0001708127,0.001571553,0.9924289,0.0003063037],"study_design_scores_gemma":[0.0008527015,0.00006091497,0.00264664,0.00002290747,0.00004636235,0.0006276863,0.0001859348,0.000004336472,0.0002187409,0.00008094139,0.9951928,0.00006006864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0141557,0.002750076,0.0002722683,0.009418474,0.0004499469,0.0002351015,5.32539e-7,0.00004976507,0.9726681],"genre_scores_gemma":[0.4967957,0.000458584,0.01467859,0.2785795,0.001156879,0.000137267,0.00002249742,0.00007430923,0.2080967],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7645715,"threshold_uncertainty_score":0.4426017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852051252457296,"score_gpt":0.2985289317919536,"score_spread":0.2800084192673806,"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."}}