{"id":"W2115382478","doi":"10.1309/ajcpq6i9ghjmcbev","title":"The Laboratory Score/Reference Method Score Ratio (LSRSR) Is a Novel Tool for Monitoring Laboratory Performance in Immunohistochemistry Proficiency Testing of Hormone Receptors in Breast Cancer","year":2011,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Lions Gate Hospital; University of Saskatchewan; Jewish General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Concordance; Tissue microarray; Immunohistochemistry; Medicine; Pathology; Breast cancer; Medical physics; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03383818,0.0008624319,0.001033415,0.006716983,0.000925146,0.001512971,0.001380327,0.0008460477,0.001789205],"category_scores_gemma":[0.04170033,0.0004255534,0.0009242011,0.002858928,0.001271063,0.0008906039,0.00139784,0.0007538343,0.001029783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729146,"about_ca_system_score_gemma":0.002009981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080742,"about_ca_topic_score_gemma":0.01764354,"domain_scores_codex":[0.961369,0.01687052,0.002416125,0.003571965,0.01514824,0.0006241162],"domain_scores_gemma":[0.9590505,0.01551666,0.008705894,0.003751754,0.01223924,0.0007358468],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001552417,0.0003073121,0.6268842,0.0006991462,0.0009919778,0.0002523672,0.001403773,0.003344845,0.05382053,0.00222193,0.00950484,0.2990167],"study_design_scores_gemma":[0.0001813621,0.003223927,0.8650966,0.0001643353,0.0005934218,0.002833068,0.00084494,0.02636111,0.07770058,0.001486195,0.02122883,0.0002856835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6209443,0.007939173,0.3278052,0.001127983,0.0005179835,0.00113201,0.004708131,0.00634772,0.02947746],"genre_scores_gemma":[0.8727013,0.0005971001,0.1204706,0.0004056362,0.0001360947,0.0003691419,0.00175143,0.0003127287,0.003255846],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9661618,"threshold_uncertainty_score":0.1789556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084965638022101,"score_gpt":0.3719206129298953,"score_spread":0.3110709565496743,"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."}}