{"id":"W4406580781","doi":"10.1016/s1541-9800(08)70572-6","title":"10.1016/s1541-9800(08)70572-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001239925,0.002534652,0.001514533,0.002781319,0.002392671,0.003485774,0.00285655,0.005344698,0.9910147],"category_scores_gemma":[0.002277654,0.0009203395,0.001357125,0.0025149,0.001551049,0.005035148,0.003576526,0.002560566,0.9938189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086412,"about_ca_system_score_gemma":0.001317721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004908668,"about_ca_topic_score_gemma":0.004893242,"domain_scores_codex":[0.9992747,0.00005771147,0.00005826599,0.0002236537,0.0002186351,0.0001671908],"domain_scores_gemma":[0.9972156,0.0008068433,0.0001593992,0.0003037354,0.000577152,0.0009372016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002420515,0.0002188446,0.0007880019,0.0003855032,0.00002256718,0.0001740062,0.0001025755,0.0002918425,0.001335119,0.003772405,0.4104015,0.5822655],"study_design_scores_gemma":[0.00004745938,0.00009132894,0.0008072702,0.0002878899,0.00001092956,0.000236437,0.0001247475,0.0002034873,0.0003118677,0.0005198588,0.997336,0.00002279149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003616098,0.0002510237,0.000641263,0.0003972389,0.0002505539,0.00009438045,0.0007747309,0.001012335,0.9962168],"genre_scores_gemma":[0.0003923704,0.0001053764,0.0003196707,0.0001882599,0.00005011737,0.00004605208,0.0003692936,0.0001617321,0.9983671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008985341,"threshold_uncertainty_score":0.01281649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09001663579170528,"score_gpt":0.3547839068654781,"score_spread":0.2647672710737728,"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."}}