{"id":"W2463246825","doi":"10.1159/000394715","title":"The Differentiation and Organization of Tumors in vitro","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"In vitro; Biology; Cell 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002831146,0.0004510543,0.0002783023,0.0005704875,0.0003784611,0.001458142,0.0005370982,0.0004660782,0.00543862],"category_scores_gemma":[0.0002026381,0.000417888,0.0004604683,0.000473409,0.0007046313,0.001062025,0.0008134809,0.001822449,0.006069747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009677099,"about_ca_system_score_gemma":0.0005083968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357267,"about_ca_topic_score_gemma":0.002584076,"domain_scores_codex":[0.999887,0.00001689028,0.000006938174,0.00002031854,0.000051314,0.00001748199],"domain_scores_gemma":[0.999922,0.00003597295,0.000005362207,0.00001534217,0.00001223414,0.000008941909],"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":[0.00006979767,0.00008716543,0.0001986014,0.0008506979,0.00001461811,0.0004274525,0.001341445,0.003391632,0.3273914,0.2865739,0.04873997,0.3309134],"study_design_scores_gemma":[0.000004299527,0.00003839894,0.0004563382,0.0001487458,0.000008157605,0.0005319877,0.0001347144,0.0006721639,0.08512442,0.02438233,0.888483,0.00001537932],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01649408,0.09438574,0.1369344,0.003061166,0.002469466,0.0001935783,0.001481881,0.000726908,0.7442527],"genre_scores_gemma":[0.0647583,0.09052769,0.06744805,0.001559803,0.0003899153,0.0002268313,0.001729046,0.0007580833,0.7726023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00543862,"threshold_uncertainty_score":0.01819402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487894248190542,"score_gpt":0.3180234379174945,"score_spread":0.2731444954355891,"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."}}