{"id":"W4406552368","doi":"10.1016/s1553-3212(07)70230-3","title":"10.1016/s1553-3212(07)70230-3","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":"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":[0.001056859,0.002591813,0.001720738,0.002750312,0.002400602,0.003740312,0.002971425,0.005914129,0.989931],"category_scores_gemma":[0.001794855,0.0008253649,0.001360625,0.002195563,0.001621144,0.004996748,0.003370421,0.002720975,0.9932885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124912,"about_ca_system_score_gemma":0.00138188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426312,"about_ca_topic_score_gemma":0.00427065,"domain_scores_codex":[0.9993636,0.00004639598,0.00005281031,0.000211177,0.0001810765,0.0001450277],"domain_scores_gemma":[0.9978384,0.0005580299,0.0001349273,0.0002154359,0.0004099366,0.0008433778],"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":[0.0003500819,0.0002473462,0.0008802673,0.0004809354,0.00002913733,0.0002229384,0.00008405619,0.000417215,0.001429774,0.004528629,0.4180417,0.5732879],"study_design_scores_gemma":[0.00006467741,0.0001100202,0.000819643,0.0003025539,0.00001250007,0.0003061974,0.00009811113,0.0001956019,0.0003201146,0.0006094613,0.9971389,0.00002242575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003530516,0.0003513308,0.0004084784,0.0003901286,0.0002300579,0.00008565342,0.0007148828,0.0006687721,0.9967976],"genre_scores_gemma":[0.0004964103,0.0001766354,0.0002676553,0.0002465556,0.0000657606,0.00005010184,0.0003970137,0.0001268516,0.9981729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01006901,"threshold_uncertainty_score":0.01436216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007345904999995889,"score_gpt":0.2036398207722649,"score_spread":0.1962939157722691,"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."}}