{"id":"W1983443568","doi":"10.1016/j.fertnstert.2010.07.958","title":"Automated sperm immobilization for human ICSI","year":2010,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sperm; Pipette; Computer science; Biomedical engineering; Andrology; Biology; Medicine; 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":[0.0006211933,0.0005335961,0.0005645563,0.0005886236,0.0005120714,0.0006002042,0.0008248542,0.0006369979,0.01158747],"category_scores_gemma":[0.001015284,0.0004262186,0.0005511527,0.0003625868,0.0003868155,0.0003807395,0.0007869037,0.0006528902,0.003702228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225098,"about_ca_system_score_gemma":0.0006803345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006035684,"about_ca_topic_score_gemma":0.001483957,"domain_scores_codex":[0.9994076,0.0001086422,0.00004200492,0.0001226019,0.0002660195,0.00005301661],"domain_scores_gemma":[0.9995659,0.0001681256,0.00006363,0.0001025753,0.00007402647,0.00002581858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008490488,0.0002325074,0.00531192,0.0004412186,0.00009139834,0.0002120633,0.000197726,0.0008682349,0.7254628,0.001271582,0.007819925,0.2572416],"study_design_scores_gemma":[0.0002995267,0.003870818,0.07587705,0.0003365194,0.0006780959,0.003267753,0.00028367,0.02393073,0.7851583,0.00183457,0.1042534,0.0002096436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3984405,0.01694075,0.5382999,0.00193398,0.002391811,0.001812184,0.002832005,0.006622922,0.030726],"genre_scores_gemma":[0.5987006,0.006171297,0.3581982,0.001351329,0.0007800425,0.001266243,0.00248685,0.0007683673,0.0302771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01158747,"threshold_uncertainty_score":0.03876394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095763073907016,"score_gpt":0.3282375262183346,"score_spread":0.2972798954792644,"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."}}