{"id":"W4406546851","doi":"10.1016/s1541-9800(07)70447-7","title":"10.1016/s1541-9800(07)70447-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coding (social sciences); Computer science; Mathematics; Statistics","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":[0.001110903,0.002574462,0.001617187,0.00285582,0.002509259,0.003379202,0.003011768,0.006263809,0.9908788],"category_scores_gemma":[0.001896284,0.0008515891,0.001322887,0.002235607,0.001532948,0.004532903,0.003480051,0.002688398,0.9926147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113864,"about_ca_system_score_gemma":0.001425381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032082,"about_ca_topic_score_gemma":0.005008571,"domain_scores_codex":[0.999286,0.00005598124,0.00006060772,0.0002042166,0.0002008715,0.0001923717],"domain_scores_gemma":[0.9974844,0.0006637527,0.0001403639,0.000217966,0.0005147658,0.0009787085],"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":[0.0003211676,0.0003134106,0.000991692,0.0004866405,0.0000272008,0.0002229537,0.0001029577,0.0003193202,0.001352092,0.003436409,0.4210162,0.57141],"study_design_scores_gemma":[0.00006648023,0.0001263456,0.001076375,0.0003803433,0.00001260167,0.0002939703,0.0001371156,0.0002007119,0.000348922,0.0005061824,0.9968252,0.00002577884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004792761,0.0003290011,0.0003615149,0.0004542144,0.0002988301,0.0001011641,0.0006913575,0.000628583,0.9966561],"genre_scores_gemma":[0.0004659134,0.0001394772,0.0002223975,0.0002195528,0.0000625303,0.00005202933,0.0003324383,0.0001065937,0.9983991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009121239,"threshold_uncertainty_score":0.01301032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450170962045618,"score_gpt":0.3244614254652851,"score_spread":0.2999597158448289,"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."}}