{"id":"W1964585237","doi":"10.3395/reciis.v3i4.744","title":"Web technologies in a collaborative platform for clinical trials","year":2009,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007841248,0.0002535658,0.0007899023,0.0003937122,0.00009131216,0.0001045982,0.001687213,0.0001525525,0.00001694304],"category_scores_gemma":[0.0002470503,0.0002000728,0.0001955222,0.002539175,0.0001099178,0.001431952,0.0002478641,0.0002729788,0.00001801994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001707452,"about_ca_system_score_gemma":0.0003133701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002074324,"about_ca_topic_score_gemma":0.00006096239,"domain_scores_codex":[0.9975153,0.000232088,0.000914838,0.0006530838,0.0002147276,0.0004699926],"domain_scores_gemma":[0.9971021,0.001582571,0.00042199,0.0007346453,0.00005016289,0.0001085517],"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":[0.0002174674,0.000282865,0.02715239,0.00001530611,0.00007096947,0.00004239994,0.0009485868,0.00003609366,0.0002333213,0.07695325,0.01500751,0.8790398],"study_design_scores_gemma":[0.01175471,0.008916973,0.2214545,0.0003291272,0.0001008331,0.00002385536,0.008296124,0.03447386,0.01767398,0.2181201,0.476022,0.002834014],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.760631,0.004820941,0.07839867,0.1320767,0.001781386,0.004241949,0.0001438346,0.004651329,0.01325425],"genre_scores_gemma":[0.859606,0.0008492126,0.1279133,0.01112067,0.0002063643,0.0001414681,0.00002613001,0.00002414298,0.0001127085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8762058,"threshold_uncertainty_score":0.8158733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0435326328385665,"score_gpt":0.3500765000562077,"score_spread":0.3065438672176412,"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."}}