{"id":"W4233232989","doi":"10.1007/s10555-020-09894-7","title":"Preface","year":2020,"lang":"en","type":"review","venue":"Cancer and Metastasis Reviews","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001190365,0.001411249,0.001264324,0.003671403,0.0007552451,0.002067132,0.001205864,0.001205181,0.2853867],"category_scores_gemma":[0.004978737,0.0003225709,0.0006857952,0.002313114,0.0003700993,0.001941201,0.002087657,0.002077669,0.2019473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091417,"about_ca_system_score_gemma":0.002786756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096191,"about_ca_topic_score_gemma":0.003472756,"domain_scores_codex":[0.9995345,0.00008028114,0.00005064663,0.00005810405,0.0002225644,0.0000539162],"domain_scores_gemma":[0.9980623,0.0002954874,0.0001789868,0.0000877691,0.0009561219,0.0004193443],"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":[0.00002270792,0.00001154386,0.00001827107,0.000926569,0.000003154988,0.00002333676,0.0000106532,0.00003566749,0.0001166319,0.0005457781,0.9115036,0.08678222],"study_design_scores_gemma":[0.00001033823,0.00002192441,0.0001190202,0.000824396,0.000005557641,0.00006558166,0.00001180811,0.00001068534,0.00003824039,0.0006162511,0.9982727,0.000003526585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000448224,0.3271209,0.002882111,0.02208721,0.4474065,0.0008595045,0.006138959,0.0008729257,0.1921837],"genre_scores_gemma":[0.002009879,0.2241942,0.002629963,0.02230668,0.1032335,0.0007134791,0.009585668,0.0004276441,0.634899],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7146133,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2452694705439946,"score_gpt":0.4521611530386632,"score_spread":0.2068916824946686,"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."}}