{"id":"W2040115645","doi":"10.1016/j.hoc.2004.09.005","title":"Development of Generic Low Molecular Weight Heparins: A Perspective","year":2005,"lang":"en","type":"review","venue":"Hematology/Oncology Clinics of North America","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Risk analysis (engineering); Opposition (politics); Business; New product development; Perspective (graphical); Operations management; Process management; Computer science; Engineering; Marketing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003844027,0.0007659345,0.008973734,0.0006538117,0.00007986754,0.000003696626,0.0005846279,0.000753176,0.000204088],"category_scores_gemma":[0.0003430324,0.0006587683,0.001247642,0.0008084347,0.0007778511,0.00003892489,0.0004821551,0.0007908728,0.0001944587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005330532,"about_ca_system_score_gemma":0.003438209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002574727,"about_ca_topic_score_gemma":0.00009315427,"domain_scores_codex":[0.9944919,0.0003093338,0.003090339,0.001002096,0.0004231069,0.0006832133],"domain_scores_gemma":[0.9945177,0.0005208372,0.003134578,0.001052053,0.0004939563,0.0002808288],"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":[0.00005479579,0.003662818,0.0003024142,0.0114553,0.003394811,0.0003563868,0.0005029038,0.000004998963,3.85582e-7,0.001047238,0.001913508,0.9773045],"study_design_scores_gemma":[0.0008676721,0.0009102265,0.0002802038,0.003296638,0.004313294,0.0002212023,0.0002002421,0.00001127884,0.000007024241,0.0000248163,0.9893947,0.0004726744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001657956,0.9911231,0.0004242283,0.0001969915,0.0004161502,0.002041199,0.00003623682,0.00006669224,0.004037473],"genre_scores_gemma":[0.000375591,0.9560708,0.04187186,0.0006938056,0.0001232,0.0004614022,0.00022719,0.0001069572,0.00006912525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9874812,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637691850834207,"score_gpt":0.3889902048701367,"score_spread":0.3426132863617946,"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."}}