{"id":"W2069682419","doi":"10.2214/ajr.14.13163","title":"Getting Screened? Caveat Emptor","year":2014,"lang":"en","type":"letter","venue":"American Journal of Roentgenology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Caveat emptor; Medicine; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.01307945,0.0008732824,0.001863647,0.001912325,0.007042346,0.007201625,0.00448815,0.08055785,0.0181964],"category_scores_gemma":[0.1117096,0.001136386,0.001940079,0.001528361,0.009571443,0.00790052,0.005209952,0.08089873,0.01090146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006954618,"about_ca_system_score_gemma":0.01117034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009752673,"about_ca_topic_score_gemma":0.02064869,"domain_scores_codex":[0.9881504,0.003189923,0.001462813,0.001253949,0.004198959,0.001743929],"domain_scores_gemma":[0.9367067,0.04087451,0.003918115,0.002407207,0.01035431,0.005739276],"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":[0.00001225181,0.00001241189,0.0003133275,0.00005488891,0.00001609328,0.001044611,0.0001294385,0.00003927278,0.00003296079,0.003978895,0.9891216,0.005244175],"study_design_scores_gemma":[0.00009421599,0.00003909573,0.0009023239,0.001004053,0.00006864924,0.00552222,0.0006843491,0.0005687242,0.0001266519,0.02979222,0.9610935,0.0001039476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008873987,0.0004457823,0.0000654554,0.9861187,0.01154794,0.000003682753,0.00001359113,0.00001678832,0.001699367],"genre_scores_gemma":[0.001372032,0.0004471598,0.0001567349,0.9620956,0.03323365,0.00001772861,0.000008664823,0.00001298751,0.002655444],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08055785,"threshold_uncertainty_score":0.06917155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629531326810153,"score_gpt":0.323538621847961,"score_spread":0.2772433085798595,"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."}}