{"id":"W2059283989","doi":"10.1038/468637a","title":"Chemotherapy counteracted","year":2010,"lang":"en","type":"article","venue":"Nature","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Chemotherapy; Cancer research; Resistance (ecology); Medicine; Biology; Pharmacology; Internal medicine; Ecology","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":[0.0002606373,0.0003155623,0.0003769096,0.0004549259,0.000435167,0.000825291,0.0003333862,0.0007524875,0.01083072],"category_scores_gemma":[0.0006469308,0.0002106958,0.0003125324,0.0003199906,0.0005404961,0.0003896624,0.0004507756,0.001652257,0.001075247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009883511,"about_ca_system_score_gemma":0.001016153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009929328,"about_ca_topic_score_gemma":0.003292235,"domain_scores_codex":[0.999736,0.00006447667,0.00002214501,0.00005977454,0.00006131742,0.00005613714],"domain_scores_gemma":[0.9997056,0.00008338223,0.00006196394,0.00006105856,0.00004585268,0.00004205167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005898914,0.001307972,0.005384834,0.001749569,0.0002669682,0.002915902,0.0006526249,0.002285497,0.3133782,0.08384658,0.08499443,0.4973186],"study_design_scores_gemma":[0.0009736031,0.002775359,0.005251521,0.0002010353,0.0001927185,0.003675051,0.0001646965,0.001571195,0.1952324,0.007962756,0.7819575,0.00004211221],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6405459,0.08056393,0.009093011,0.04206023,0.014037,0.0007205834,0.002162335,0.00132434,0.2094927],"genre_scores_gemma":[0.9086978,0.01343448,0.002675814,0.005887841,0.0007397802,0.0002046524,0.0004799558,0.00006233819,0.06781729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083072,"threshold_uncertainty_score":0.03623241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004441058700464013,"score_gpt":0.2880934733282562,"score_spread":0.2836524146277922,"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."}}