{"id":"W2337398034","doi":"","title":"Quality improvement of reporting standards for ablative studies: where do we stand?","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ablative case; Health science; Family medicine; Medical education; Internal medicine; Radiation therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7962036,0.003323772,0.0115484,0.01793792,0.007785094,0.02609034,0.01507288,0.01451763,0.00316132],"category_scores_gemma":[0.8263386,0.003308277,0.006978689,0.01957033,0.0150346,0.02886456,0.01223489,0.02980043,0.002158894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03265029,"about_ca_system_score_gemma":0.1115517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03366657,"about_ca_topic_score_gemma":0.01864407,"domain_scores_codex":[0.2583158,0.3892534,0.2355211,0.01067926,0.09932578,0.006904557],"domain_scores_gemma":[0.05370957,0.3981914,0.12737,0.04747074,0.356997,0.01626127],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001210433,0.000647661,0.02761162,0.0351966,0.002689479,0.0002157648,0.008470393,0.00223704,0.001284143,0.0367346,0.2514788,0.6322235],"study_design_scores_gemma":[0.002047801,0.002151557,0.05464283,0.268807,0.003926991,0.0008874267,0.01584464,0.01205554,0.004428679,0.09327502,0.5399665,0.001966075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003038128,0.1346966,0.04358814,0.7884597,0.02090986,0.002850474,0.0008931081,0.001183913,0.004380051],"genre_scores_gemma":[0.1417692,0.1409122,0.444296,0.2272671,0.02643418,0.01136259,0.004560159,0.001368222,0.002030396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2037964,"threshold_uncertainty_score":0.2513174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407155667891751,"score_gpt":0.3877156623696195,"score_spread":0.2470000955804444,"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."}}