{"id":"W1983706792","doi":"10.1046/j.1442-9071.2003.00680.x","title":"In search of the clinical scientist","year":2003,"lang":"en","type":"letter","venue":"Clinical and Experimental Ophthalmology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Medicine; Value (mathematics); Face (sociological concept); Diversity (politics); Optometry; Ophthalmology; Medical education; Political science; Social science; Law; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03709251,0.001689954,0.002882661,0.00378146,0.009839658,0.03759855,0.004696027,0.02614041,0.04561534],"category_scores_gemma":[0.1521367,0.001126321,0.0014867,0.002853166,0.02316654,0.03202722,0.02214734,0.05788587,0.04527158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009615145,"about_ca_system_score_gemma":0.03568063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309228,"about_ca_topic_score_gemma":0.004333096,"domain_scores_codex":[0.9497793,0.01533235,0.003381082,0.007435032,0.01984316,0.004229154],"domain_scores_gemma":[0.8589681,0.02847251,0.008260945,0.0100679,0.03340293,0.06082754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004829336,0.00005401446,0.0004949178,0.0003351275,0.00002710092,0.0003593572,0.001359113,0.00003585351,0.0001955747,0.0470709,0.919628,0.03039181],"study_design_scores_gemma":[0.00002346611,0.00004780367,0.0001248819,0.0007534579,0.000007532622,0.0004470956,0.001436733,0.00004908702,0.00006089962,0.02008493,0.9769423,0.00002183606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003085182,0.03372164,0.001203976,0.8695939,0.07824216,0.00004239925,0.0000704052,0.0001146542,0.0167023],"genre_scores_gemma":[0.008776882,0.02460414,0.002240682,0.8490248,0.05977488,0.000123766,0.000163401,0.0002896613,0.0550018],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04561534,"threshold_uncertainty_score":0.1961663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3398971416760891,"score_gpt":0.5743884591564067,"score_spread":0.2344913174803176,"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."}}