{"id":"W4255190915","doi":"10.1046/j.1492-7535.2003.00037.x","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001329782,0.0007997215,0.0005795035,0.002448783,0.001829819,0.002011998,0.0009795999,0.0008082322,0.2964893],"category_scores_gemma":[0.01289655,0.0002033575,0.0004893202,0.001298438,0.0003893651,0.001659077,0.001351119,0.002684555,0.1964407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238821,"about_ca_system_score_gemma":0.001812821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558922,"about_ca_topic_score_gemma":0.00484538,"domain_scores_codex":[0.9994855,0.00009034093,0.00004466753,0.00007153722,0.0002668331,0.00004098481],"domain_scores_gemma":[0.9933281,0.001146364,0.0002010171,0.0004726109,0.004268403,0.0005834895],"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":[0.00002123693,0.00001498051,0.0000737914,0.00007294004,0.000001177327,0.00003604697,0.00002275827,0.00003121644,0.00006998512,0.001482572,0.9677541,0.03041919],"study_design_scores_gemma":[0.000003477417,0.00001023324,0.0002763363,0.0001140911,0.000002004479,0.00005866552,0.00004019706,0.00002566581,0.0001089577,0.001426894,0.9979296,0.000003845304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001368068,0.0163721,0.01009506,0.04699259,0.4300548,0.0008814855,0.01184131,0.001575927,0.4808186],"genre_scores_gemma":[0.005963593,0.007857959,0.003779273,0.01257222,0.0490496,0.0004283225,0.007785921,0.0007226012,0.9118405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2964893,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935916274140816,"score_gpt":0.2766019851666183,"score_spread":0.2572428224252101,"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."}}