{"id":"W1956795665","doi":"10.1111/j.1755-148x.2010.00713.x","title":"The quest for the melanoma stem cell: still more questions than answers","year":2010,"lang":"en","type":"article","venue":"Pigment Cell & Melanoma Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Lionel Groulx","funders":"","keywords":"Melanoma; Stem cell; Cancer research; Medicine; Computational biology; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003078303,0.0002750761,0.0003170971,0.0001610485,0.001124804,0.0002188007,0.000666724,0.0001514394,0.000272399],"category_scores_gemma":[0.00009606667,0.0001518548,0.0002653186,0.0004250178,0.000578065,0.00007563486,0.0002093203,0.001176579,0.0001604799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808836,"about_ca_system_score_gemma":0.0005092466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083136,"about_ca_topic_score_gemma":0.001070757,"domain_scores_codex":[0.9965606,0.0002120508,0.0004047607,0.0005658169,0.001187207,0.001069573],"domain_scores_gemma":[0.9958596,0.001782105,0.0001054317,0.001325501,0.0005146359,0.0004127609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003968663,0.002830549,0.02684037,0.001560229,0.0008623475,0.0002402906,0.009965695,0.00006670606,0.4525929,0.01203808,0.1865448,0.3024893],"study_design_scores_gemma":[0.001991017,0.0008250145,0.005844321,0.00005019682,0.0002088466,0.00002759158,0.004356538,0.0004668306,0.09422962,0.0001330743,0.8916289,0.0002380146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267789,0.01109061,0.0005263961,0.02625494,0.00239653,0.005834274,0.0002065053,0.0001394976,0.02677231],"genre_scores_gemma":[0.9587364,0.002180038,0.0004957346,0.0001567015,0.0008558819,0.0009477715,0.00003832554,0.00007692684,0.03651219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7050841,"threshold_uncertainty_score":0.8651195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04931140518377102,"score_gpt":0.3623559732602346,"score_spread":0.3130445680764635,"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."}}