{"id":"W4406546052","doi":"10.1016/s1544-8800(05)70322-5","title":"10.1016/s1544-8800(05)70322-5","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":"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":[0.001229979,0.002468561,0.001525243,0.002967196,0.002500416,0.00348947,0.002921009,0.005267801,0.9909682],"category_scores_gemma":[0.002310693,0.0008891337,0.001356958,0.002684949,0.001553453,0.004745585,0.003559418,0.002464163,0.993497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153744,"about_ca_system_score_gemma":0.001361895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00545287,"about_ca_topic_score_gemma":0.00548092,"domain_scores_codex":[0.9992542,0.00006191186,0.00005838338,0.0002259738,0.0002296042,0.0001700078],"domain_scores_gemma":[0.9971395,0.000809642,0.0001523058,0.0003161241,0.0006248654,0.0009576212],"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":[0.0002503333,0.0002119855,0.0007529731,0.0003700148,0.00002309172,0.0001696061,0.00009732406,0.00029945,0.001335301,0.003860531,0.4211615,0.571468],"study_design_scores_gemma":[0.00004625127,0.00008859599,0.0007880544,0.0002658888,0.00001067927,0.0002099926,0.0001154558,0.00021041,0.0002969464,0.0004920069,0.997454,0.00002168353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003442862,0.0002381923,0.0006523082,0.0003600823,0.0002399991,0.00009375548,0.0007312908,0.001031494,0.9963085],"genre_scores_gemma":[0.0003886708,0.000100794,0.0003042529,0.0001702624,0.00004867619,0.00004432486,0.0003405007,0.0001499218,0.9984527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009031832,"threshold_uncertainty_score":0.01288283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09155494597090258,"score_gpt":0.3563180246032346,"score_spread":0.264763078632332,"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."}}