{"id":"W4406546947","doi":"10.1016/s1541-9800(07)70176-x","title":"10.1016/s1541-9800(07)70176-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Artificial intelligence; Computer vision; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009811396,0.00279376,0.001654976,0.002573943,0.002304252,0.003179526,0.002845261,0.005750492,0.988586],"category_scores_gemma":[0.00159257,0.0007837364,0.001336695,0.001971138,0.00148518,0.004788984,0.002984629,0.002688713,0.9911479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059018,"about_ca_system_score_gemma":0.001221601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880604,"about_ca_topic_score_gemma":0.00376529,"domain_scores_codex":[0.999353,0.00004613349,0.00005267248,0.0002110125,0.0001781775,0.000159025],"domain_scores_gemma":[0.9978618,0.0005473071,0.000135759,0.000193718,0.000388741,0.0008727653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003856194,0.0002880202,0.0009683098,0.0005734502,0.00003138326,0.0002699848,0.00009527953,0.0003849838,0.001764053,0.004332482,0.3648095,0.6260969],"study_design_scores_gemma":[0.00006761876,0.0001388193,0.0009936467,0.0003238975,0.00001461603,0.0003978329,0.0001100479,0.0001806053,0.0004131428,0.0005702187,0.996767,0.00002254446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004726313,0.0004461757,0.0004582978,0.0004593812,0.0003044683,0.00009957519,0.0006972619,0.0006641319,0.9963981],"genre_scores_gemma":[0.0005136658,0.0002092105,0.000314019,0.0002537347,0.00007992549,0.00005163336,0.0003856405,0.000120164,0.9980719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01141399,"threshold_uncertainty_score":0.01628065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007441857670401241,"score_gpt":0.2044494316652661,"score_spread":0.1970075739948648,"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."}}