{"id":"W1983435435","doi":"10.1016/j.stem.2013.05.007","title":"Dear Student: Stem Cell Scientists’ Advice to the Next Generation","year":2013,"lang":"en","type":"article","venue":"Cell stem cell","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"California Institute of Regenerative Medicine; California Institute for Regenerative Medicine; National Science Foundation","keywords":"Advice (programming); Biology; Induced pluripotent stem cell; Stem cell; Stem cell biology; Engineering ethics; Cell biology; Computer science; Embryonic stem cell; Genetics; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006172006,0.001013883,0.001252413,0.001565159,0.00358943,0.004591721,0.001550781,0.01081371,0.04697201],"category_scores_gemma":[0.04948265,0.0004889549,0.001849239,0.000655922,0.002903576,0.00517193,0.003327641,0.02269934,0.02615577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955178,"about_ca_system_score_gemma":0.007426133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424159,"about_ca_topic_score_gemma":0.007420603,"domain_scores_codex":[0.995787,0.0009648068,0.0003323451,0.0004734929,0.001953881,0.0004883845],"domain_scores_gemma":[0.9627762,0.005264774,0.001635355,0.0009832474,0.0176388,0.01170147],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002545349,0.00002290656,0.0002568533,0.00004062618,0.000007235851,0.0001120613,0.00009131115,0.00001933517,0.0001025722,0.0007832818,0.9914854,0.007053026],"study_design_scores_gemma":[0.00004435487,0.00004432168,0.0004247594,0.0002269172,0.00002288362,0.001063809,0.0006661692,0.000087953,0.0002782558,0.004220683,0.9928786,0.00004134132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000281329,0.006183388,0.001054431,0.8139966,0.172457,0.00004041702,0.0001451471,0.0001461355,0.005695488],"genre_scores_gemma":[0.004477916,0.00618437,0.004321011,0.795109,0.08309819,0.0001018235,0.0001485607,0.0002375786,0.1063216],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.993828,"threshold_uncertainty_score":0.157137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06114494772841303,"score_gpt":0.3060776702643515,"score_spread":0.2449327225359385,"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."}}