{"id":"W7015532097","doi":"","title":"Statistical analysis of a high-content screening assay of microtubule polymerization status","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Statistical analysis; Polymerization; Microtubule; Microtubule polymerization; Cell; Quantitative analysis (chemistry); Extraction (chemistry)","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":[0.01034502,0.0006015971,0.0007299306,0.001974968,0.0007532031,0.001014337,0.0008220784,0.0005097553,0.002085388],"category_scores_gemma":[0.02685396,0.0001850012,0.0008301764,0.001924356,0.0009313249,0.0006031992,0.0006884109,0.000859889,0.0004557238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005960782,"about_ca_system_score_gemma":0.001030092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589598,"about_ca_topic_score_gemma":0.001749407,"domain_scores_codex":[0.9927251,0.002424418,0.0005052187,0.001471814,0.002543275,0.0003301348],"domain_scores_gemma":[0.9714039,0.01833619,0.002846614,0.004088524,0.002964335,0.0003603729],"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":[0.002360598,0.0007896986,0.3431995,0.0007554115,0.002449491,0.0006206371,0.0009052255,0.01987041,0.2549272,0.01021911,0.006530042,0.3573726],"study_design_scores_gemma":[0.00007447043,0.002313389,0.6367401,0.0000470591,0.0007237791,0.0009581923,0.0003634284,0.1936159,0.1482693,0.007631566,0.009105988,0.0001568798],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4790433,0.0002262526,0.5118611,0.0001439258,0.000112921,0.0006453588,0.003534474,0.002045719,0.002387031],"genre_scores_gemma":[0.8839862,0.00007603231,0.1090375,0.00009604787,0.00004878134,0.001004446,0.003701666,0.0003972429,0.001652088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01034502,"threshold_uncertainty_score":0.05471039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078196351675697,"score_gpt":0.2540794072397465,"score_spread":0.2432974437229896,"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."}}