{"id":"W4315754485","doi":"10.1111/his.14862","title":"Datasets for reporting of soft‐tissue sarcoma: recommendations from the International Collaboration on Cancer Reporting (<scp>ICCR</scp>)","year":2023,"lang":"en","type":"review","venue":"Histopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Soft tissue sarcoma; MEDLINE; Referral; Soft tissue; Medical physics; Family medicine; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.632942,0.003079768,0.006037387,0.03213471,0.006103497,0.02345762,0.0224632,0.01382491,0.01305163],"category_scores_gemma":[0.7470949,0.005072829,0.01293082,0.03683972,0.009755128,0.01970728,0.0266801,0.02539212,0.0165714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01885566,"about_ca_system_score_gemma":0.1270482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03159665,"about_ca_topic_score_gemma":0.01805365,"domain_scores_codex":[0.2918173,0.3607869,0.2595282,0.01133934,0.06821426,0.008313986],"domain_scores_gemma":[0.106479,0.3212087,0.1109555,0.1156382,0.3308996,0.0148191],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004228734,0.0002459024,0.005449248,0.02552882,0.0004198384,0.0001872923,0.004085114,0.001089885,0.001490989,0.02092115,0.8532904,0.08686862],"study_design_scores_gemma":[0.000523674,0.0001677723,0.008648524,0.04975722,0.0004143491,0.0002574888,0.002909884,0.0009738259,0.001900509,0.008377805,0.9256541,0.0004148224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004729589,0.02328432,0.1996441,0.3797196,0.03741468,0.1152424,0.1715192,0.008464459,0.05998163],"genre_scores_gemma":[0.01234896,0.01375651,0.584421,0.05624117,0.003042145,0.1497203,0.1696668,0.003318583,0.007484554],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.367058,"threshold_uncertainty_score":0.452648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791647442674754,"score_gpt":0.4534956045486396,"score_spread":0.2743308602811642,"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."}}