{"id":"W2171425814","doi":"10.1111/j.1365-2303.2004.00165.x","title":"Direct booking colposcopy clinic — the Portsmouth experience","year":2004,"lang":"en","type":"article","venue":"Cytopathology","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Colposcopy; Gynecology; Internal medicine; Cervical cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924655,0.0004191388,0.0002636196,0.0009217128,0.00138698,0.001661009,0.0009340036,0.0009347697,0.01980196],"category_scores_gemma":[0.00331544,0.0005165302,0.0003231474,0.00215436,0.0007510383,0.001550735,0.001483169,0.001485713,0.00259711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105325,"about_ca_system_score_gemma":0.001209666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104367,"about_ca_topic_score_gemma":0.03500865,"domain_scores_codex":[0.9988021,0.0002754826,0.00009214952,0.0002233736,0.0003594159,0.000247437],"domain_scores_gemma":[0.9950246,0.0009521666,0.0006867701,0.000443696,0.0003908315,0.002501877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002367254,0.004994144,0.6093007,0.0005556415,0.0001145207,0.04505544,0.00861487,0.0003892024,0.007322304,0.0004579186,0.03074426,0.2900837],"study_design_scores_gemma":[0.0004476432,0.007281747,0.8000938,0.0003978705,0.0001353351,0.1102721,0.01294535,0.0007490734,0.003252508,0.0003236568,0.06377907,0.0003217856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651318,0.002346359,0.000761018,0.002432538,0.0004088581,0.0001259504,0.001043594,0.0001314402,0.0276184],"genre_scores_gemma":[0.9738119,0.002773519,0.00137126,0.001237576,0.000480362,0.00007370546,0.0007976149,0.00009680892,0.01935734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980196,"threshold_uncertainty_score":0.06624413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2600800876300411,"score_gpt":0.5047254460762282,"score_spread":0.2446453584461871,"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."}}