{"id":"W4406495648","doi":"10.1016/s1553-3212(05)71052-9","title":"10.1016/s1553-3212(05)71052-9","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":"Artificial intelligence; Computer science; Computer vision","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":[0.001156715,0.00261447,0.001789137,0.002798991,0.002474976,0.003853996,0.00305339,0.006431009,0.9897468],"category_scores_gemma":[0.001900924,0.0008519032,0.001469917,0.002222666,0.001625619,0.005222716,0.003472786,0.002866883,0.9929361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215815,"about_ca_system_score_gemma":0.001366977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004106626,"about_ca_topic_score_gemma":0.003794645,"domain_scores_codex":[0.9992831,0.00005356162,0.00006480703,0.0002398081,0.0001950636,0.0001637551],"domain_scores_gemma":[0.9976451,0.0006162611,0.0001522504,0.0002476647,0.0004499104,0.0008888317],"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":[0.0003701634,0.0002532216,0.0009116364,0.0005421058,0.00003151581,0.0002371104,0.00009292088,0.0004110752,0.001517515,0.004757416,0.3948804,0.5959949],"study_design_scores_gemma":[0.0000617764,0.0001130907,0.0008310697,0.000318856,0.00001290597,0.0003112328,0.00009987551,0.0001872109,0.0003151638,0.0006100859,0.9971164,0.00002224977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003655594,0.000392319,0.000417403,0.0004157666,0.0002684191,0.00008692354,0.0006848917,0.0006635521,0.9967052],"genre_scores_gemma":[0.0005060288,0.0001871904,0.0002736351,0.0002509719,0.00007032238,0.00005046852,0.0003981239,0.0001225568,0.9981406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01025319,"threshold_uncertainty_score":0.01462483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00717176916444551,"score_gpt":0.2027306543791875,"score_spread":0.195558885214742,"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."}}