{"id":"W2129850776","doi":"10.1177/0162243906287545","title":"A New Clinical Collective for French Cancer Genetics","year":2006,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cancer genetics; Clinical trial; Cancer; Articulation (sociology); Breast cancer; Medicine; Genetics; Bioinformatics; Biology; Political science","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":[0.01477709,0.0004033796,0.0003968717,0.006907998,0.006280776,0.006956433,0.0006507319,0.001823358,0.01015724],"category_scores_gemma":[0.0237677,0.000208683,0.0004945896,0.008272725,0.003472314,0.003816027,0.003600543,0.001478265,0.000933682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01210397,"about_ca_system_score_gemma":0.01589002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03034962,"about_ca_topic_score_gemma":0.02761415,"domain_scores_codex":[0.9920009,0.004727165,0.0003495494,0.0009645195,0.001365338,0.0005924453],"domain_scores_gemma":[0.966629,0.01661908,0.003197358,0.002850869,0.006986031,0.003717794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002564371,0.00008151598,0.05725031,0.0005714545,0.00006606712,0.002480964,0.08996008,0.00103125,0.00324513,0.3296881,0.1494196,0.3659492],"study_design_scores_gemma":[0.00003013896,0.00006312806,0.02828475,0.0002985616,0.0000243676,0.0009411415,0.02586416,0.0004465136,0.0005226515,0.01861838,0.924857,0.00004935938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3609654,0.03825714,0.07354819,0.3104562,0.006437523,0.0009705559,0.006532857,0.001246587,0.2015855],"genre_scores_gemma":[0.8677788,0.005749717,0.05827444,0.009109668,0.00244559,0.0006088185,0.004137038,0.0002463197,0.05164945],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03034962,"threshold_uncertainty_score":0.08782077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633243536601799,"score_gpt":0.3898647637021895,"score_spread":0.3535323283361715,"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."}}